{"id":"W6922294591","doi":"10.11575/prism/4344","title":"The acculturation of international medical graduates to Canadian practice","year":2011,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acculturation; Narrative; Competence (human resources); Identity (music); Transformative learning; Cultural competence; Disequilibrium; Grounded theory","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":[0.003290755,0.0004137813,0.0002977912,0.001271584,0.01687576,0.005747944,0.001239607,0.001074203,0.002354832],"category_scores_gemma":[0.01075231,0.0002971553,0.000221382,0.001505131,0.01082305,0.001394326,0.005931132,0.003504326,0.0001515424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02820888,"about_ca_system_score_gemma":0.04163305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7552502,"about_ca_topic_score_gemma":0.8764029,"domain_scores_codex":[0.9960729,0.001139464,0.00007870181,0.0002117981,0.0009723156,0.001524813],"domain_scores_gemma":[0.993899,0.001328973,0.0007375829,0.0001733795,0.001402607,0.002458538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001730332,0.0000163084,0.01325576,0.00002920085,0.00000250868,0.0004791644,0.9778139,0.0000160966,0.0002599421,0.00129243,0.001127587,0.00568976],"study_design_scores_gemma":[0.00000225133,0.00002305537,0.01421896,0.00007498656,0.00000353141,0.0002695358,0.9617628,0.00002733401,0.00009660362,0.00009380546,0.02341261,0.0000144775],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781447,0.0006065579,0.0001576513,0.003264022,0.00008998886,0.00002785381,0.00003210718,0.000007787594,0.01766938],"genre_scores_gemma":[0.9931139,0.0007534312,0.0002003342,0.0009952058,0.00002202738,0.00001232764,0.00003329085,0.00001248925,0.004856989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2447498,"threshold_uncertainty_score":0.4923823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445618772162676,"score_gpt":0.2263466997254552,"score_spread":0.2118905120038285,"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."}}