{"id":"W3017354525","doi":"","title":"Characteristics of occupation-based education within entry-level occupational therapy programs","year":2020,"lang":"en","type":"article","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Griffith University","keywords":"Occupational therapy; Nonprobability sampling; Medical education; Qualitative research; Psychology; Pedagogy; Sociology; Public relations; Medicine; Political science; Social science; Population","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":[0.001828167,0.0001349881,0.0004291858,0.001202345,0.002744889,0.002462016,0.0008950245,0.0007691698,0.005385687],"category_scores_gemma":[0.01379273,0.0003134517,0.0002243745,0.001502197,0.001243016,0.0009441319,0.002542159,0.001406073,0.0005368952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072495,"about_ca_system_score_gemma":0.006633068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007863891,"about_ca_topic_score_gemma":0.0198248,"domain_scores_codex":[0.9970311,0.0007584895,0.0001968406,0.0001837055,0.0008518868,0.0009779737],"domain_scores_gemma":[0.9825913,0.004925193,0.003747418,0.0002961562,0.00201256,0.006427315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002380041,0.001427143,0.6837605,0.0004215254,0.000025861,0.00167585,0.2534075,0.0001896131,0.002581896,0.001125232,0.001964936,0.05318191],"study_design_scores_gemma":[0.00001306644,0.0004563158,0.7748129,0.0002819647,0.000009237815,0.001227565,0.2129841,0.000319455,0.0002264312,0.0003765421,0.009265338,0.00002708573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958481,0.0001709863,0.0002244105,0.0004959331,0.00001448009,0.00006412421,0.00005282023,0.000007932783,0.003121234],"genre_scores_gemma":[0.9982454,0.0001616737,0.0002274566,0.00008005291,0.000007949719,0.00005859221,0.00006592494,0.000006292692,0.001146703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007863891,"threshold_uncertainty_score":0.01801693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5154321139639926,"score_gpt":0.52630665783056,"score_spread":0.01087454386656739,"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."}}