{"id":"W2045476337","doi":"10.1053/j.gastro.2014.12.008","title":"Mentoring: A Personal Perspective From Academia and Industry","year":2014,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hyperion Technologies (Canada)","funders":"","keywords":"Scopus; Mentorship; Medicine; Scholarship; Internal medicine; Gastroenterology; Library science; Medical education; MEDLINE; Political science; Computer science","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":[0.01869367,0.0009945157,0.0007286345,0.00227233,0.0284038,0.03014186,0.001972274,0.01400564,0.009165798],"category_scores_gemma":[0.02321296,0.0004774407,0.0005972835,0.002124661,0.01929899,0.01514911,0.01525255,0.0235836,0.001509518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005139952,"about_ca_system_score_gemma":0.008334553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202365,"about_ca_topic_score_gemma":0.006726901,"domain_scores_codex":[0.9777898,0.01418832,0.0005261339,0.0009606279,0.0029624,0.003572762],"domain_scores_gemma":[0.9356815,0.02409686,0.003196963,0.001121043,0.00529547,0.03060818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001258369,0.0007762776,0.009819809,0.0006639598,0.0001297345,0.003488331,0.5378324,0.0003680569,0.001523895,0.1111551,0.2318881,0.1022285],"study_design_scores_gemma":[0.00002126968,0.0002033437,0.002513419,0.0009812106,0.00001766609,0.002006955,0.5425797,0.0001671725,0.0003406165,0.01215731,0.4389288,0.00008261996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.067714,0.03351616,0.002708796,0.7823197,0.01269774,0.00003216367,0.00005036642,0.0001032288,0.1008579],"genre_scores_gemma":[0.6808658,0.02431579,0.001668403,0.2441086,0.009873883,0.00005151098,0.00003989759,0.0001755859,0.03890064],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03014186,"threshold_uncertainty_score":0.09886277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077710045277366,"score_gpt":0.3017284681824721,"score_spread":0.2809513677296984,"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."}}