{"id":"W2061633005","doi":"10.5489/cuaj.1901","title":"Mentorship is everyone’s responsibility","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mentorship; Business; Medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02638449,0.001167123,0.002252844,0.00203447,0.01900589,0.0202102,0.003231289,0.01413586,0.02697057],"category_scores_gemma":[0.1057063,0.0006610016,0.001202245,0.0016557,0.01884642,0.01104785,0.01583001,0.02711351,0.01248065],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009195167,"about_ca_system_score_gemma":0.07439741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321465,"about_ca_topic_score_gemma":0.04102497,"domain_scores_codex":[0.9379635,0.01718038,0.002147275,0.003662131,0.02727007,0.0117766],"domain_scores_gemma":[0.6702326,0.02527627,0.009849548,0.01015804,0.08392344,0.2005601],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001939547,0.0001020821,0.001574968,0.0001134231,0.00008249896,0.0002668069,0.003305872,0.00004924632,0.0002132762,0.0187019,0.9279573,0.04761329],"study_design_scores_gemma":[0.00002378122,0.00004942895,0.002009911,0.0005196792,0.00004153346,0.0006366365,0.00663944,0.00006651316,0.0001518976,0.0223874,0.9673955,0.00007808815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00239076,0.006214741,0.001352806,0.8739526,0.06353174,0.00003924903,0.00005402699,0.0002054205,0.05225859],"genre_scores_gemma":[0.1609571,0.01165098,0.003934355,0.4948439,0.05201145,0.0001571907,0.0002128126,0.0007088709,0.2755232],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9908049,"threshold_uncertainty_score":0.1395362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397258328826829,"score_gpt":0.3091519886228549,"score_spread":0.2951794053345866,"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."}}