{"id":"W2215574653","doi":"","title":"CONTINUOUS MISSING PARTICIPANT DATA IN RANDOMIZED CONTROLLED TRIALS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Missing data; Randomized controlled trial; Psychology; Medicine; Statistics; Mathematics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6842859,0.002672867,0.007995957,0.01038222,0.002949141,0.01095452,0.008203798,0.010754,0.007045955],"category_scores_gemma":[0.9074521,0.003394931,0.01235476,0.01334022,0.01587824,0.01145207,0.00798373,0.01108682,0.001516684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0102614,"about_ca_system_score_gemma":0.02576089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744827,"about_ca_topic_score_gemma":0.001262025,"domain_scores_codex":[0.06146274,0.7699587,0.1247252,0.01224979,0.03078131,0.0008223071],"domain_scores_gemma":[0.01985325,0.8680915,0.07741968,0.02068525,0.01320246,0.0007478928],"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":[0.006248325,0.0003736494,0.03741558,0.4190699,0.01981078,0.000715629,0.01636009,0.01291405,0.0006894225,0.1239755,0.02679054,0.3356365],"study_design_scores_gemma":[0.007088499,0.003894875,0.02041894,0.4631171,0.01331019,0.002627669,0.002881383,0.02556009,0.003485946,0.3538133,0.1027704,0.001031626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02179624,0.2921248,0.5797278,0.04718327,0.008032735,0.03194779,0.006742002,0.001162507,0.01128285],"genre_scores_gemma":[0.3169981,0.05575526,0.4840708,0.02365039,0.003536645,0.1112794,0.003135525,0.0004166531,0.001157243],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3157141,"threshold_uncertainty_score":0.3893317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08038496187836154,"score_gpt":0.3027176385456857,"score_spread":0.2223326766673241,"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."}}