{"id":"W4388265514","doi":"10.1016/j.jcjd.2023.10.313","title":"HEALTH CARE STAFF LEARNING NEEDS REGARDING WOMEN'S HEART HEALTH TRAINING AND EDUCATION","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Training (meteorology); Nursing; Medical education; Health care; Health education; Family medicine; Public health","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":[],"consensus_categories":[],"category_scores_codex":[0.0006893208,0.00008091733,0.0003314497,0.0006974967,0.000305707,0.00003692002,0.00004571256,0.00003880256,0.0002638337],"category_scores_gemma":[0.001990555,0.00007204196,0.00004545687,0.0004716748,0.00004891432,0.00006880022,0.000004752625,0.0003748055,0.000006428678],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492523,"about_ca_system_score_gemma":0.02573218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083739,"about_ca_topic_score_gemma":0.0002466577,"domain_scores_codex":[0.9988835,0.0000761305,0.0003174343,0.00008560118,0.0001610492,0.000476253],"domain_scores_gemma":[0.994391,0.00007380812,0.0001626488,0.00007337216,0.0001307862,0.005168391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003194699,0.0000343717,0.0803057,0.0005875423,0.00006260488,0.000005059969,0.1618345,0.00001480688,0.00008802066,0.000250431,0.2429857,0.513828],"study_design_scores_gemma":[0.0006094268,0.0009866692,0.04591911,0.001543239,0.00001285038,0.00003298741,0.3243216,0.00004051922,0.00001216887,0.0001032383,0.6263062,0.0001119757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909506,0.004283747,0.000003020983,0.1036923,0.0005560236,0.00009903103,0.000003227034,0.0000169677,0.0003950605],"genre_scores_gemma":[0.9896427,0.00007658399,0.0003296726,0.008683682,0.000398628,0.000004122238,0.00001968918,0.00001714451,0.000827787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.513716,"threshold_uncertainty_score":0.979791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505624585591237,"score_gpt":0.3214859716742137,"score_spread":0.2964297258183013,"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."}}