{"id":"W2017091205","doi":"10.1186/1748-5908-3-37","title":"Clinical evidence continuous medical education: a randomised educational trial of an open access e-learning program for transferring evidence-based information – ICEKUBE (Italian Clinical Evidence Knowledge Utilization Behaviour Evaluation) – study protocol","year":2008,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"Agenzia Italiana del Farmaco, Ministero della Salute","keywords":"Medicine; Comparability; Clinical trial; Agency (philosophy); Intervention (counseling); Protocol (science); Evidence-based medicine; Continuing medical education; Evidence-based practice; Medical education; Health informatics; Test (biology); Family medicine; Randomized controlled trial; Public health; Alternative medicine; Nursing; Surgery","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0834735,0.0002875972,0.0006681776,0.0007244576,0.003283039,0.0005873468,0.003336,0.0002159802,0.002232425],"category_scores_gemma":[0.08255585,0.0002538905,0.0001548828,0.002917892,0.0009817751,0.01912285,0.0004312935,0.000720217,0.0000495348],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007335841,"about_ca_system_score_gemma":0.1154293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457481,"about_ca_topic_score_gemma":0.00119284,"domain_scores_codex":[0.9814424,0.00726281,0.005007636,0.001118705,0.004172301,0.0009961607],"domain_scores_gemma":[0.9773395,0.01022337,0.002040199,0.0007657873,0.008399262,0.001231885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0222615,0.004718342,0.6040103,0.0004204324,0.00001560806,3.120101e-7,0.008120355,0.00003451333,0.00001621949,0.0001239689,0.003715762,0.3565627],"study_design_scores_gemma":[0.1007719,0.01020989,0.8483594,0.002180893,0.0001069696,0.000003731046,0.01455174,0.02012366,0.0000694015,0.0001375427,0.003071176,0.0004137033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.700926,0.00003367553,0.002601136,0.003331669,0.002430273,0.2903893,0.00000902467,0.00007395996,0.0002049289],"genre_scores_gemma":[0.6834718,0.00004969252,0.002960592,0.0005623557,0.0006700339,0.3121145,0.00008697342,0.00001445203,0.00006956489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.356149,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8361273330544466,"score_gpt":0.7922106625333557,"score_spread":0.04391667052109094,"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."}}