{"id":"W4248790577","doi":"10.1503/cmaj.051352","title":"Moving forward with CMAJ.ca","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Medicine; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001149109,0.0006128913,0.0006686769,0.001666831,0.001586826,0.005238268,0.001389642,0.005413859,0.8194245],"category_scores_gemma":[0.005676146,0.0005782581,0.000949764,0.001486986,0.001014418,0.002127988,0.00226589,0.006111654,0.6973018],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776556,"about_ca_system_score_gemma":0.004626957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189647,"about_ca_topic_score_gemma":0.02232544,"domain_scores_codex":[0.9987382,0.0001120643,0.0000879032,0.0001950707,0.0005899749,0.000276813],"domain_scores_gemma":[0.9958994,0.000348002,0.0001757768,0.0002952863,0.0008343625,0.002447093],"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":[0.00004372097,0.00005131456,0.0001537236,0.0000837738,0.000004475435,0.0000394409,0.00000873226,0.000009562036,0.00006001042,0.0009689765,0.9629744,0.03560186],"study_design_scores_gemma":[0.00004528627,0.00001017561,0.0005559247,0.0001155137,0.000004187374,0.00005935223,0.00002009984,0.0000221336,0.00003075787,0.0005206195,0.9986082,0.00000781265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0004520413,0.003415995,0.000376883,0.06028431,0.03783765,0.0001437139,0.001801229,0.001231978,0.8944563],"genre_scores_gemma":[0.003708464,0.004130706,0.0008206115,0.03448518,0.01384125,0.0001392285,0.001526608,0.0004837004,0.9408642],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9982234,"threshold_uncertainty_score":0.2575691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04837201035564668,"score_gpt":0.386538910175441,"score_spread":0.3381668998197943,"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."}}