{"id":"W2591281688","doi":"10.1067/j.cpradiol.2017.02.008","title":"Mentorship in Radiology","year":2017,"lang":"en","type":"article","venue":"Current Problems in Diagnostic Radiology","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mentorship; Medicine; Radiology; Medical education; Academic medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.03171602,0.0003822347,0.0006716522,0.001695706,0.007116154,0.01273445,0.003142679,0.006601284,0.02210038],"category_scores_gemma":[0.06138432,0.0003578025,0.000435107,0.001990394,0.01023025,0.007962703,0.007427645,0.009167565,0.003727103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004785787,"about_ca_system_score_gemma":0.01678976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003207305,"about_ca_topic_score_gemma":0.007225892,"domain_scores_codex":[0.9838833,0.01032197,0.0005092773,0.0007128374,0.002606454,0.001966152],"domain_scores_gemma":[0.916532,0.03383293,0.003162065,0.004487203,0.007929102,0.03405663],"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":[0.00008345873,0.0005755424,0.004734529,0.000680782,0.00002345446,0.0004620642,0.008939626,0.0001878624,0.0001563695,0.1635117,0.374135,0.4465095],"study_design_scores_gemma":[0.00004098523,0.0001839671,0.00706217,0.001906352,0.00001449686,0.001016851,0.01087015,0.0003588313,0.0001939608,0.09929626,0.8790112,0.00004491347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0125035,0.1167087,0.004275145,0.7068961,0.01412176,0.00005338099,0.00004751173,0.0002012769,0.1451926],"genre_scores_gemma":[0.5717424,0.1489515,0.007152864,0.08647975,0.04172444,0.0002401482,0.0001593492,0.0002398856,0.1433097],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03171602,"threshold_uncertainty_score":0.1677324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07157277324825045,"score_gpt":0.366613632714941,"score_spread":0.2950408594666906,"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."}}