{"id":"W2131726718","doi":"10.1186/2046-4053-3-137","title":"Impact of missing participant data for dichotomous outcomes on pooled effect estimates in systematic reviews: a protocol for a methodological study","year":2014,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Systematic review; Medicine; Meta-analysis; Missing data; Protocol (science); MEDLINE; Data extraction; Alternative medicine; Statistics; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4053806,0.008588652,0.01379603,0.01515032,0.006572227,0.009595004,0.007154936,0.02451398,0.06776261],"category_scores_gemma":[0.5853851,0.01074965,0.0295576,0.01922126,0.01194134,0.01194342,0.01124061,0.02637324,0.02331062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01405507,"about_ca_system_score_gemma":0.05661696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001651516,"about_ca_topic_score_gemma":0.003132884,"domain_scores_codex":[0.5561876,0.3013598,0.1029065,0.01260592,0.02190773,0.005032327],"domain_scores_gemma":[0.4375745,0.3346899,0.06054247,0.07540005,0.08411848,0.007674597],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.033013,0.002630476,0.002292558,0.5940612,0.0084025,0.001997543,0.0102957,0.005982341,0.005336242,0.04542572,0.130256,0.1603067],"study_design_scores_gemma":[0.1322839,0.009147602,0.006267656,0.4118819,0.009728279,0.001516586,0.002602336,0.01309363,0.007263657,0.1230859,0.2813711,0.001757321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002902063,0.0006612283,0.01203507,0.0007581096,0.00105866,0.983029,0.001367623,0.0002463743,0.0005536225],"genre_scores_gemma":[0.0001962005,0.0001505998,0.01272688,0.0001620254,0.00003257908,0.9865195,0.00009715517,0.00001676527,0.00009827106],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5946194,"threshold_uncertainty_score":0.7332715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9436483553588786,"score_gpt":0.6994140472103676,"score_spread":0.244234308148511,"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."}}