{"id":"W2080636782","doi":"10.1503/cmaj.061096","title":"New Day dawns","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Management; Operations research; Library science; Medicine; Political science; Computer science; Engineering; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00295188,0.00009191164,0.0001976396,0.0001506027,0.0001561667,0.00007524757,0.0001043163,0.0002821652,0.01816101],"category_scores_gemma":[0.0112241,0.00008473404,0.0001110982,0.0002264554,0.00001443833,0.0001676318,0.000009768034,0.0009205505,0.0006152097],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187111,"about_ca_system_score_gemma":0.007850558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0295401,"about_ca_topic_score_gemma":0.1067105,"domain_scores_codex":[0.9969896,0.0001378982,0.0008627429,0.0001313462,0.001479336,0.0003990629],"domain_scores_gemma":[0.9966187,0.0005493639,0.0003050662,0.000102929,0.0004183181,0.002005633],"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":[0.000006987133,0.00001931749,0.09782792,0.000001820349,0.00003915163,0.0003072441,0.00002318676,0.000002217228,0.00002038735,0.0003776232,0.8182737,0.08310051],"study_design_scores_gemma":[0.001709307,0.00005462236,0.1454,0.00002835437,0.00006614825,0.0005852947,0.0001053515,0.0001379744,0.00001300548,0.0007645256,0.8510531,0.0000823756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1208115,0.0003438538,0.01173051,0.8069082,0.003913179,0.000410305,0.0000318668,0.00008908382,0.05576153],"genre_scores_gemma":[0.8424107,0.0001306554,0.00684345,0.1038691,0.02773746,0.00000485252,0.0001651285,0.00005736044,0.01878129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7215992,"threshold_uncertainty_score":0.997774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05720800542984773,"score_gpt":0.3998360488912038,"score_spread":0.3426280434613561,"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."}}