{"id":"W2915214430","doi":"10.1111/j.1756-5391.2011.01110.x","title":"Editorial for issue 1 of 2011, Journal of Evidence Based Medicine","year":2011,"lang":"en","type":"editorial","venue":"Journal of Evidence-Based Medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Cochrane Library; Health care; Alternative medicine; Evidence-based medicine; National library; Political science; Medicine; Public relations; Library science; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01284113,0.004669181,0.005761347,0.005465437,0.00440181,0.0130625,0.005405711,0.01538887,0.02380037],"category_scores_gemma":[0.06981748,0.0015596,0.004579632,0.002497133,0.003154803,0.007036154,0.002011448,0.02497313,0.01620737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004766275,"about_ca_system_score_gemma":0.00566943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555043,"about_ca_topic_score_gemma":0.002990678,"domain_scores_codex":[0.9871777,0.001944294,0.001907982,0.001687011,0.006416499,0.0008664231],"domain_scores_gemma":[0.9384785,0.02044259,0.004529105,0.00155878,0.02800744,0.006983677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004835951,0.00001391491,0.00003132208,0.0004274434,0.00002030077,0.0000574549,0.00001164007,0.00001090094,0.00003590807,0.0001364322,0.9948132,0.004393197],"study_design_scores_gemma":[0.0001220934,0.00009222749,0.0005779631,0.002019261,0.0001036244,0.0004355208,0.00007498679,0.0001504333,0.000192496,0.000925175,0.9952667,0.00003963634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000018652,0.002190784,0.00005913002,0.01748232,0.979779,0.00001897829,0.00003695082,0.0000366832,0.000377522],"genre_scores_gemma":[0.0002557854,0.003796989,0.00009841205,0.01777631,0.9750571,0.00003708919,0.00005330214,0.00004546014,0.002879504],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02380037,"threshold_uncertainty_score":0.07962018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5158854550997702,"score_gpt":0.5784606755840381,"score_spread":0.06257522048426789,"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."}}