{"id":"W4237747734","doi":"10.1002/14651858.cd001431","title":"Decision aids for people facing health treatment or screening decisions","year":2003,"lang":"en","type":"review","venue":"The Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":668,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Decision aids; CINAHL; MEDLINE; PsycINFO; Psychological intervention; Cochrane Library; Family medicine; Meta-analysis; Randomized controlled trial; Relative risk; Alternative medicine; Confidence interval; Nursing; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.03145488,0.002094586,0.02655318,0.0008115257,0.0007784543,0.0001726729,0.002421095,0.0002782978,0.0002711941],"category_scores_gemma":[0.02272564,0.0008875767,0.004125174,0.002554916,0.0001225466,0.0003222916,0.000350426,0.0004276203,0.002670979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041011,"about_ca_system_score_gemma":0.001331604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001813531,"about_ca_topic_score_gemma":0.0004800181,"domain_scores_codex":[0.9735004,0.009656414,0.01240226,0.001507024,0.001747983,0.001185951],"domain_scores_gemma":[0.9517669,0.02723867,0.01200834,0.008070314,0.0004134902,0.0005022847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003484035,0.000145684,6.831032e-8,0.6697583,0.0004121378,0.000004276602,0.0001970818,0.000002701764,5.492467e-7,0.000174974,0.006551159,0.3227182],"study_design_scores_gemma":[0.0005682418,0.0003019469,2.613316e-8,0.5329329,0.005028294,0.0003736049,0.0001364101,0.00003695919,3.905556e-7,0.00000757955,0.460194,0.0004195836],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.117703e-7,0.8672999,0.06652445,0.000009327362,0.0004452401,0.05591991,0.009665753,0.00007922971,0.00005575662],"genre_scores_gemma":[2.996684e-7,0.9204917,0.0614952,0.00003437905,0.0001340747,0.01328003,0.003441437,0.0004304673,0.0006924102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4536429,"threshold_uncertainty_score":0.9993575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3499670615851656,"score_gpt":0.4752391220299483,"score_spread":0.1252720604447828,"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."}}