{"id":"W2410641807","doi":"10.1002/14651858.ed000087","title":"Cochrane Clinical Answers: Putting Cochrane Reviews in Clinical Context","year":2014,"lang":"en","type":"article","venue":"Cochrane Database of Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"Systematic review; Medicine; Context (archaeology); Cochrane Library; Cochrane collaboration; MEDLINE; Alternative medicine; Medical education; 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":[0.249641,0.005341657,0.01486978,0.08698539,0.004953551,0.04412763,0.01392873,0.03633375,0.1416427],"category_scores_gemma":[0.6583822,0.01051403,0.00755787,0.08776272,0.02192184,0.05526159,0.03458612,0.02856846,0.08528482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01448592,"about_ca_system_score_gemma":0.0715673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006365302,"about_ca_topic_score_gemma":0.007217117,"domain_scores_codex":[0.5300115,0.3273208,0.0758732,0.01415541,0.04918336,0.003455655],"domain_scores_gemma":[0.3366916,0.5004482,0.04204747,0.04419795,0.0532027,0.02341217],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003366216,0.00004167735,0.0001233517,0.05949369,0.0006274859,0.0002089308,0.002250012,0.000536496,0.0001939049,0.07887731,0.7063979,0.1509126],"study_design_scores_gemma":[0.0005447906,0.00008278992,0.0001747135,0.05671981,0.0002106604,0.0001914243,0.0005555597,0.000356549,0.0001241256,0.05861263,0.8822496,0.0001774818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0005661143,0.345811,0.1112879,0.2867949,0.1265906,0.01887184,0.01247452,0.01952541,0.07807772],"genre_scores_gemma":[0.01026945,0.3123272,0.4318031,0.09294946,0.08010471,0.03862538,0.007511692,0.01297394,0.01343516],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.750359,"threshold_uncertainty_score":0.9253262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6946516003772271,"score_gpt":0.57616788940177,"score_spread":0.1184837109754571,"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."}}