{"id":"W4391134492","doi":"10.3138/jvme-2023-0144","title":"A Unique Spectrum of Care Tool Provides a Self-Regulated Learning Opportunity and Facilitates Client Communication","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Psychology; Computer science; Business; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00300473,0.0009260221,0.000507049,0.001811982,0.001015038,0.002379168,0.001484838,0.001776978,0.02576257],"category_scores_gemma":[0.01053829,0.0003231646,0.0009103392,0.0005101787,0.00117543,0.002930479,0.005250469,0.002385205,0.006954349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005104734,"about_ca_system_score_gemma":0.001526088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002189591,"about_ca_topic_score_gemma":0.0006535025,"domain_scores_codex":[0.9975027,0.001288599,0.0001342957,0.0002338637,0.0006160019,0.0002245777],"domain_scores_gemma":[0.9916006,0.005437693,0.0005759155,0.0005879452,0.0005981508,0.001199766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004029225,0.002476624,0.004490002,0.001336122,0.00003862614,0.002439142,0.02049276,0.0009219912,0.01972066,0.01680896,0.094583,0.8362893],"study_design_scores_gemma":[0.0005994049,0.003361527,0.01309915,0.0027129,0.0001082416,0.01432159,0.01644492,0.008708699,0.01683841,0.03548282,0.8877801,0.0005423545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1942465,0.002372025,0.5423766,0.01960937,0.002466961,0.005267098,0.0012384,0.01638343,0.2160395],"genre_scores_gemma":[0.2151504,0.002253903,0.7103477,0.00515747,0.0007585415,0.004729724,0.0007017882,0.0009251095,0.05997526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02576257,"threshold_uncertainty_score":0.08618432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03614793873157192,"score_gpt":0.3767978874332633,"score_spread":0.3406499487016914,"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."}}