{"id":"W6923339750","doi":"10.1371/journal.pone.0314389.s003","title":"Handling missing data.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; MEDLINE; Missing data; Protocol (science); Systematic review; Inclusion (mineral); Research design; Meta-analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06962111,0.002273383,0.00502446,0.01892621,0.00140949,0.005160649,0.004978026,0.00380257,0.551653],"category_scores_gemma":[0.3481044,0.002900941,0.005683131,0.02216956,0.001283258,0.00724414,0.007536448,0.004285908,0.148422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002180609,"about_ca_system_score_gemma":0.01941541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347131,"about_ca_topic_score_gemma":0.002877247,"domain_scores_codex":[0.9230639,0.02873552,0.03038887,0.007706229,0.008293218,0.001812184],"domain_scores_gemma":[0.7187015,0.1430664,0.02962503,0.06284488,0.04260643,0.003155745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009364527,0.00009932677,0.003228269,0.02889142,0.0006664273,0.0002724721,0.001194564,0.0003816462,0.0003378613,0.007253498,0.7732496,0.1834886],"study_design_scores_gemma":[0.001176518,0.0001566803,0.00467888,0.01755441,0.0003921389,0.0002781644,0.000746435,0.001495914,0.0007218483,0.02094181,0.9516317,0.0002254533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002906736,0.004133058,0.05640673,0.01511417,0.009543407,0.03087777,0.8088564,0.01389163,0.05827022],"genre_scores_gemma":[0.04142787,0.007900247,0.2921251,0.01339525,0.003141731,0.2795131,0.2929877,0.01053616,0.05897282],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.551653,"threshold_uncertainty_score":0.6395126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3278912643938965,"score_gpt":0.4287213935448263,"score_spread":0.1008301291509298,"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."}}