{"id":"W4293146285","doi":"10.1037/cap0000325","title":"Canadian models of professional training: Past and future.","year":2022,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Training (meteorology); Applied psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005141237,0.0006345743,0.0003638989,0.002594168,0.01104672,0.007532005,0.003131824,0.002094673,0.02470029],"category_scores_gemma":[0.008820401,0.0003613316,0.0004284369,0.008158688,0.007354068,0.003504864,0.003933703,0.00335015,0.002028103],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1115129,"about_ca_system_score_gemma":0.2932574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977406,"about_ca_topic_score_gemma":0.9930807,"domain_scores_codex":[0.9938135,0.0008882268,0.0001284528,0.0003756098,0.003011287,0.00178292],"domain_scores_gemma":[0.9870266,0.0007128182,0.0003242288,0.0003883987,0.005223307,0.006324579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000104323,0.0001884742,0.007652934,0.0005494493,0.00001972639,0.0002058218,0.009240859,0.0008201998,0.000196284,0.223924,0.5142423,0.2428556],"study_design_scores_gemma":[0.00003011336,0.00004003007,0.01324129,0.0008260453,0.00002033068,0.0001679196,0.0124088,0.0005138413,0.00008635594,0.01436076,0.95825,0.00005441681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02585891,0.09780047,0.006445115,0.3953778,0.008756032,0.0002072494,0.001739915,0.000472534,0.4633419],"genre_scores_gemma":[0.628509,0.1406205,0.01855549,0.02500838,0.001151033,0.0003029428,0.001428265,0.0002861661,0.1841381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8884872,"threshold_uncertainty_score":0.8090862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101480062037728,"score_gpt":0.4149789001219752,"score_spread":0.3048308939182023,"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."}}