{"id":"W2080624422","doi":"10.1016/j.sbspro.2015.01.769","title":"Teaching Health Information Science for Health Care Instructors","year":2015,"lang":"en","type":"article","venue":"Procedia - Social and Behavioral Sciences","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Camosun College","funders":"University of Victoria","keywords":"Health care; Work (physics); Health science; Face (sociological concept); HRHIS; Medical education; Health education; Nursing; Psychology; Medicine; Public health; Sociology; Political science; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005941859,0.0001048338,0.0001916784,0.0002736041,0.009339628,0.0001282849,0.0003385121,0.00006525322,0.00000746877],"category_scores_gemma":[0.0004626985,0.00007995949,0.00002253987,0.0008943198,0.0009409311,0.002300449,0.000112639,0.0003227508,0.00001408919],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007043783,"about_ca_system_score_gemma":0.01596696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009834241,"about_ca_topic_score_gemma":0.001233146,"domain_scores_codex":[0.9971237,0.000160839,0.0004601248,0.0002878127,0.0008721426,0.001095418],"domain_scores_gemma":[0.998289,0.00006822892,0.0003004404,0.00006027689,0.0004629345,0.0008190715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003171719,0.00006040433,0.1291306,0.0006165996,7.373009e-7,4.999101e-8,0.487235,6.815372e-7,0.00002104902,0.00809924,0.01907203,0.3557319],"study_design_scores_gemma":[0.001245909,0.002691206,0.139972,0.0001530445,0.000005338851,0.000002609956,0.6837627,0.0002981283,0.00001752336,0.002457471,0.1689877,0.0004063638],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701784,0.000209558,0.0001013326,0.02492936,0.001503207,0.001404714,0.0000411846,0.00007597858,0.001556236],"genre_scores_gemma":[0.9929344,0.00002479829,0.003340154,0.002861175,0.0005598777,0.0001993079,0.00002111215,0.0000038423,0.00005533766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3553256,"threshold_uncertainty_score":0.9967594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3506799823203712,"score_gpt":0.6023266165019793,"score_spread":0.2516466341816081,"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."}}