{"id":"W3099049461","doi":"10.23736/s1973-9087.20.06428-x","title":"Influence of attrition, missing data, compliance, and related biases and analyses strategies on treatment effects in randomized controlled trials in rehabilitation: a methodological review","year":2021,"lang":"en","type":"review","venue":"European Journal of Physical and Rehabilitation Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Toronto Rehabilitation Institute","funders":"","keywords":"Attrition; Rehabilitation; Medicine; Missing data; Randomized controlled trial; Selection bias; Compliance (psychology); Protocol (science); Treatment effect; Inclusion and exclusion criteria; Physical therapy; Psychology; Statistics; Alternative medicine; Social psychology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2716974,0.002895268,0.0113909,0.01885154,0.002147602,0.009637301,0.005312379,0.006359836,0.005621276],"category_scores_gemma":[0.6011258,0.003291853,0.01928656,0.02017604,0.004412484,0.01180427,0.005523322,0.005841187,0.000885623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01278298,"about_ca_system_score_gemma":0.03028792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005090913,"about_ca_topic_score_gemma":0.008303153,"domain_scores_codex":[0.5809316,0.2443517,0.1139864,0.01065021,0.04828886,0.001791274],"domain_scores_gemma":[0.1878712,0.7164065,0.06341594,0.007038556,0.02441409,0.000853874],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003835576,0.00003019928,0.00128031,0.8242498,0.008866447,0.000097631,0.0009737325,0.00035654,0.0001599553,0.004508436,0.00455338,0.1545399],"study_design_scores_gemma":[0.0002956103,0.0001663658,0.001960804,0.9493679,0.02031396,0.0002784023,0.0003092352,0.0003171689,0.0002679635,0.004487225,0.02215218,0.00008316771],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003012011,0.994015,0.001827988,0.002132518,0.0004844106,0.000691208,0.0001340083,0.00001838243,0.0003953049],"genre_scores_gemma":[0.01527253,0.9644825,0.009386457,0.00299793,0.0009468172,0.006355218,0.000242429,0.00004703457,0.000268976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7283026,"threshold_uncertainty_score":0.8981268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8597073154459535,"score_gpt":0.6390353208610308,"score_spread":0.2206719945849227,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}