{"id":"W2907090514","doi":"10.2196/10722","title":"Health Care Providers’ Profiles and Evaluations of a Statewide Online Education Program for Dissemination of Clinical Evidence on HIV, Hepatitis C Virus, and Sexually Transmitted Disease: Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; University of Rochester; Arizona State University; AIDS Institute, New York State Department of Health; New York State Department of Health","keywords":"Medicine; Medical education; Health care; Professional development; Trainer; Continuing medical education; Family medicine; Nursing; Continuing education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003856506,0.0001540236,0.0003969577,0.0002354459,0.000336448,0.00002091922,0.0001646225,0.0001425794,0.0001998181],"category_scores_gemma":[0.01254975,0.0001381967,0.00004563509,0.0003693989,0.0002202466,0.0003793183,0.00003856686,0.0003404434,0.00000545065],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326595,"about_ca_system_score_gemma":0.0214367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511567,"about_ca_topic_score_gemma":0.001519598,"domain_scores_codex":[0.9946777,0.001329081,0.002014753,0.0005351124,0.001124051,0.0003193016],"domain_scores_gemma":[0.9922538,0.004416741,0.001072667,0.0003015334,0.001367177,0.0005880616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002057136,0.001671367,0.8205416,0.002265422,0.00001025468,2.749661e-8,0.01913055,5.828625e-7,0.00001911987,0.0002381386,0.002387353,0.1535299],"study_design_scores_gemma":[0.0009750659,0.00154353,0.9830451,0.001288848,0.00001986414,4.648482e-7,0.01063943,0.000461777,0.000006364218,0.0001131339,0.001803015,0.0001034154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680561,0.0002033396,0.0001761182,0.01460461,0.0007238382,0.01577402,0.0004030511,0.00003931347,0.00001957899],"genre_scores_gemma":[0.9873742,0.0001851167,0.001991013,0.002576803,0.000257868,0.006669829,0.00054225,0.00001962611,0.0003832363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1625035,"threshold_uncertainty_score":0.995768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2690731478445098,"score_gpt":0.7044964811519107,"score_spread":0.4354233333074009,"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."}}