{"id":"W3002599151","doi":"10.1016/j.ijrobp.2020.01.006","title":"Promoting Career Selection Through a Comprehensive Enrichment Experience: A Review of the Canadian Radiation Oncology Summer Studentship","year":2020,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Alberta; McGill University; University of British Columbia; Saint John Regional Hospital; University of Toronto; Dalhousie University","funders":"National Cancer Institute","keywords":"Radiation oncology; Medicine; Specialty; Scale (ratio); Family medicine; Oncology; Internal medicine; Radiation therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006906873,0.001018157,0.002188558,0.004344465,0.002118179,0.003279558,0.00301738,0.001985,0.005507166],"category_scores_gemma":[0.009005117,0.0003985693,0.0009439897,0.006927391,0.001544698,0.001368047,0.002876965,0.002923088,0.0008118764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457547,"about_ca_system_score_gemma":0.0505081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3263156,"about_ca_topic_score_gemma":0.6519445,"domain_scores_codex":[0.9979771,0.0003451311,0.0001693948,0.0001946595,0.001010342,0.0003033901],"domain_scores_gemma":[0.99163,0.002528165,0.0004937378,0.00009762002,0.00378526,0.001465189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001483737,0.0001329732,0.001106201,0.03187481,0.0001499726,0.0000634341,0.0004705466,0.000136891,0.0001251417,0.002392993,0.05630101,0.9070977],"study_design_scores_gemma":[0.00007732023,0.0001407938,0.0156689,0.06581645,0.0003670547,0.0002898451,0.0008668602,0.00007122829,0.0001617177,0.0009243449,0.9155363,0.00007921053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002781113,0.9958521,0.00004537865,0.002106582,0.0004484773,0.00001946902,0.00004756767,0.000006704071,0.001195664],"genre_scores_gemma":[0.001990122,0.9963095,0.000217186,0.00082763,0.0001378636,0.00001898755,0.00004595739,0.000003785144,0.0004490418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6736844,"threshold_uncertainty_score":0.6488324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07013504373401454,"score_gpt":0.4624582625177689,"score_spread":0.3923232187837544,"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."}}