{"id":"W969965007","doi":"","title":"The Contribution of the Cochrane Collaboration and The Canadian Cochrane Network and Centre","year":2002,"lang":"en","type":"article","venue":"PubMed Central","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cochrane collaboration; Computer science; World Wide Web; Data science; Library science; Bioinformatics; Information retrieval; Medicine; Alternative medicine; Cochrane Library; Biology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001801166,0.00008724181,0.0001810499,0.00001301861,0.0004594362,0.00007055973,0.00007057363,0.00006208711,0.00004348965],"category_scores_gemma":[0.005827154,0.0000433053,0.00003938629,0.0002305393,0.0003821333,0.00008186757,0.00002677607,0.0001881432,0.000001488078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166781,"about_ca_system_score_gemma":0.0001660973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008717936,"about_ca_topic_score_gemma":0.323867,"domain_scores_codex":[0.9982987,0.0002569431,0.0004435609,0.0001290432,0.0002931459,0.0005786116],"domain_scores_gemma":[0.9978712,0.001218307,0.0002120589,0.0002193937,0.0002226258,0.0002564719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0024961,0.0001563362,0.7072664,0.0001153115,0.0005071365,0.00001578289,0.003578566,0.0002617367,0.0001082534,0.06800836,0.1069941,0.1104919],"study_design_scores_gemma":[0.00807889,0.00004074656,0.9286696,0.00006829555,0.0004248974,0.00004706553,0.0008075539,0.006978518,0.0001033987,0.0007504629,0.05393262,0.00009799919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6282015,0.007643914,0.00004421224,0.3591244,0.001272308,0.00280509,0.0000409813,0.0000183659,0.0008491976],"genre_scores_gemma":[0.9952176,0.002025603,0.00002732445,0.002021466,0.0004378904,0.0000276462,0.00002369281,0.000007310798,0.0002114162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3670161,"threshold_uncertainty_score":0.9978831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112017703156395,"score_gpt":0.3345250617483392,"score_spread":0.2934048847167753,"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."}}