{"id":"W3208804597","doi":"10.1007/s00261-021-03314-2","title":"Mosaic mentoring: finding the right mentor for the issue at hand","year":2021,"lang":"en","type":"review","venue":"Abdominal Radiology","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Health Sciences Centre; McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Hepatology; Mosaic; Internal 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001885335,0.0009388672,0.001403837,0.002353533,0.0005571537,0.001934394,0.001544062,0.002658904,0.006335637],"category_scores_gemma":[0.004289772,0.0002442037,0.000702564,0.002026864,0.001072488,0.001866308,0.001577865,0.004259592,0.001753943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121603,"about_ca_system_score_gemma":0.003459149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340873,"about_ca_topic_score_gemma":0.006256619,"domain_scores_codex":[0.999288,0.0002211039,0.00008106877,0.00008976714,0.0002287484,0.00009129632],"domain_scores_gemma":[0.9976217,0.001438537,0.0002844331,0.00004077284,0.0003202745,0.0002942046],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004607325,0.00005308681,0.0002166686,0.0130111,0.00008914097,0.0001019714,0.00005469007,0.00007804505,0.0001302452,0.001197222,0.04196684,0.9430549],"study_design_scores_gemma":[0.00008527106,0.0001394988,0.002663898,0.03779657,0.0003192943,0.002350459,0.0003664056,0.000103286,0.0002369291,0.003094356,0.9527965,0.00004761745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005263927,0.9973873,0.00009072994,0.00145068,0.0004452265,0.000004918299,0.000008063476,0.000008368663,0.0005520865],"genre_scores_gemma":[0.0007427704,0.996922,0.000228853,0.001054442,0.0005365262,0.00000889699,0.00002058198,0.000002538986,0.0004834346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9981146,"threshold_uncertainty_score":0.02119488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07789667410104219,"score_gpt":0.3961987426047702,"score_spread":0.3183020685037281,"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."}}