{"id":"W4394854678","doi":"10.15453/2168-6408.2137","title":"Perspectives of Occupational Therapy Graduates on Sentinel Events During Transitions to Practice: A Phenomenographic Study","year":2024,"lang":"en","type":"article","venue":"The Open Journal of Occupational Therapy","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Occupational therapy; Medicine; Medical education; Pedagogy; Sociology; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004998932,0.000288599,0.0004585612,0.0007791264,0.001197514,0.0001303989,0.001044824,0.00009273298,0.001266776],"category_scores_gemma":[0.0003987805,0.0001769604,0.000271092,0.001348595,0.0000948498,0.001216571,0.0001023131,0.00111546,0.00009664676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842217,"about_ca_system_score_gemma":0.001353349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007896386,"about_ca_topic_score_gemma":0.00001054453,"domain_scores_codex":[0.9940285,0.002359979,0.001204724,0.0003537694,0.001659822,0.0003932071],"domain_scores_gemma":[0.993508,0.003347528,0.0007259107,0.0003963928,0.00184642,0.0001757942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.2745014,0.02413758,0.2113931,0.0002692162,0.01304189,0.0001921026,0.3587701,0.003435393,0.03523018,0.0440031,0.01356672,0.0214592],"study_design_scores_gemma":[0.007557612,0.003488901,0.8981124,0.0006673696,0.00009777725,0.00006075494,0.06999298,0.0000850138,0.0002936813,0.003984672,0.01528085,0.0003780003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785605,0.001735941,0.0003186355,0.01509031,0.0006063409,0.002618944,0.00008939404,0.00002358945,0.0009563151],"genre_scores_gemma":[0.9939703,0.002184955,0.0007323896,0.001058211,0.0008127554,0.0002153018,0.00001766655,0.00005546241,0.0009529656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6867193,"threshold_uncertainty_score":0.9996462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3142901496504074,"score_gpt":0.568220642152786,"score_spread":0.2539304925023786,"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."}}