{"id":"W4206905711","doi":"10.1097/phm.0000000000001947","title":"Selection, Confounding, and Attrition Biases in Randomized Controlled Trials of Rehabilitation Interventions","year":2022,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Rehabilitation; Attrition; Psychological intervention; Intervention (counseling); Randomized controlled trial; Internal validity; Selection bias; Selection (genetic algorithm); Evidence-based medicine","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":[0.4228847,0.002663815,0.01128229,0.0087911,0.002968703,0.008260707,0.0042928,0.006352702,0.005073132],"category_scores_gemma":[0.6523405,0.002695861,0.01416733,0.01317263,0.006132542,0.008893986,0.006186299,0.005006886,0.0007341142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007807175,"about_ca_system_score_gemma":0.01617467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276593,"about_ca_topic_score_gemma":0.003696846,"domain_scores_codex":[0.2933128,0.5020804,0.1386558,0.01307437,0.05081381,0.002062828],"domain_scores_gemma":[0.2107512,0.6984652,0.05957179,0.0186756,0.01213564,0.0004006167],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00231299,0.0001895343,0.01739769,0.5417159,0.04948286,0.000719786,0.004642867,0.002952364,0.0007839962,0.05375259,0.0114254,0.314624],"study_design_scores_gemma":[0.004868483,0.001387799,0.02051676,0.6221839,0.08234926,0.00187714,0.001914092,0.006754953,0.00452375,0.1617456,0.09115309,0.0007251337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01012044,0.8072406,0.1305988,0.01697275,0.006536784,0.01944862,0.002167667,0.0003284274,0.006585835],"genre_scores_gemma":[0.2884005,0.3215013,0.253911,0.02197214,0.005118445,0.103349,0.002267383,0.0004304972,0.00304962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5771153,"threshold_uncertainty_score":0.7116859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4485416903538123,"score_gpt":0.5595237795107421,"score_spread":0.1109820891569298,"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."}}