{"id":"W2104601246","doi":"10.1016/j.jmir.2010.07.001","title":"Global Impact: An Examination of a Caribbean Radiation Therapy Student Placement at a Canadian Teaching Hospital","year":2010,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"University of Toronto","keywords":"Radiation therapy; Radiation Therapist; Medicine; Medical education; Psychology; Medical physics; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.007570444,0.0001055412,0.0002246507,0.0002327066,0.0009095527,0.00004355096,0.0003182291,0.0001192611,0.0002260241],"category_scores_gemma":[0.0009034349,0.00007259617,0.00004524974,0.0002554506,0.0002228617,0.0005057853,0.00003559499,0.0005094797,0.000002023437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005153435,"about_ca_system_score_gemma":0.001563475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02002066,"about_ca_topic_score_gemma":0.01291562,"domain_scores_codex":[0.9968353,0.0005100841,0.0006943621,0.0001592743,0.001431481,0.0003694874],"domain_scores_gemma":[0.9978379,0.0003071855,0.0007277667,0.00009403091,0.0002223328,0.0008107992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001519795,0.00007811894,0.7437422,0.00001375737,0.00001306224,0.000008137912,0.01321585,0.00004963176,0.00004140314,0.0006144113,0.003030703,0.2391775],"study_design_scores_gemma":[0.001226251,0.0004107541,0.966195,0.0001453305,0.00001230517,0.00004056257,0.01668401,0.005923883,0.000006624625,0.0001128424,0.009147621,0.00009474041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850242,0.001312649,0.00007568153,0.01061462,0.001879432,0.0002373106,0.00001090188,0.0000094734,0.000835714],"genre_scores_gemma":[0.9978639,0.000661511,0.000248414,0.0005881254,0.0006087723,0.000003553352,0.000004946777,0.000004389274,0.00001637725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2390828,"threshold_uncertainty_score":0.9865051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253111367929399,"score_gpt":0.455913858618589,"score_spread":0.433382744939295,"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."}}