{"id":"W2101192057","doi":"10.3109/01421591003686237","title":"Mentorship for the physician recruited from abroad to Canada for rural practice","year":2010,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Ministry of Advanced Education, Government of Alberta","keywords":"Mentorship; Enculturation; Medical education; Face (sociological concept); Perspective (graphical); Medicine; Focus group; Psychology; Nursing; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001326875,0.0001246411,0.0001466368,0.00002059927,0.0001252452,0.00001840339,0.0004129673,0.0001738389,0.002201837],"category_scores_gemma":[0.00304786,0.00008255194,0.00004462296,0.00007612469,0.00003237117,0.00002259469,0.00003909606,0.0005387404,0.00004849472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008289164,"about_ca_system_score_gemma":0.000230921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1418476,"about_ca_topic_score_gemma":0.04728942,"domain_scores_codex":[0.9985811,0.00007989531,0.0002295498,0.0002394942,0.000442422,0.0004275113],"domain_scores_gemma":[0.9980696,0.00121028,0.00007339096,0.000280143,0.00005104424,0.0003155351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001421661,0.00009428432,0.0005191512,0.000004515184,0.0001789845,0.000002794067,0.00551531,1.394209e-7,0.0002462575,0.001066552,0.8130563,0.1791735],"study_design_scores_gemma":[0.0006794027,0.00003044137,0.001766506,0.00001819794,0.00004096049,0.000001160195,0.002462675,0.00008767851,0.00006985892,0.0001654444,0.994554,0.0001236379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6438546,0.0004504833,0.006891686,0.2540757,0.04779104,0.003284296,0.00009133539,0.0001787321,0.04338221],"genre_scores_gemma":[0.7904414,0.000007780419,0.003628038,0.04592298,0.009015496,0.001633927,0.0001452513,0.00009473389,0.1491104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2081527,"threshold_uncertainty_score":0.9987103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670449162525311,"score_gpt":0.3809314953920562,"score_spread":0.344227003766803,"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."}}