{"id":"W4250294234","doi":"10.7326/acpjc-2004-141-2-a11","title":"Contribution of the Cochrane Library to the evidence-based journals","year":2004,"lang":"en","type":"article","venue":"ACP Journal Club","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Cochrane Library; Alternative medicine; Family medicine; Cochrane collaboration; MEDLINE; Library science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005447266,0.00007780779,0.0001603528,0.0001202826,0.002188406,0.00005736883,0.0007631438,0.00008236688,0.0009244164],"category_scores_gemma":[0.006010179,0.00003565115,0.00009585067,0.0008911499,0.00009529773,0.0005784416,0.00009381986,0.001197069,0.0002155383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225008,"about_ca_system_score_gemma":0.005038353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132751,"about_ca_topic_score_gemma":0.00007875585,"domain_scores_codex":[0.9965881,0.001184143,0.0006451875,0.0001076389,0.0008850962,0.0005898537],"domain_scores_gemma":[0.9968936,0.00132972,0.0004172762,0.0003053676,0.0006005958,0.0004534779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008931375,0.0003331372,0.2502675,0.0003845175,0.00005048674,0.00001697279,0.01448139,0.005076802,0.009249707,0.00390841,0.7022917,0.01304633],"study_design_scores_gemma":[0.001781918,0.0006292542,0.8259607,0.009798973,0.00002651773,0.00006156563,0.004253075,0.000147604,0.005213568,0.01204369,0.1399047,0.0001784234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5439136,0.002775345,0.001319947,0.4488389,0.002080834,0.0006707812,0.000006560938,0.00001119921,0.0003827524],"genre_scores_gemma":[0.9808206,0.001213636,0.0002368631,0.01593331,0.001358943,0.00002698447,8.976863e-7,0.000007638818,0.0004011432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5756932,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.217179439885602,"score_gpt":0.5348214744786985,"score_spread":0.3176420345930965,"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."}}