{"id":"W4293005064","doi":"10.1016/j.jpurol.2022.08.009","title":"To Everything, there is a season","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Obituary; Tragedy (event); Pediatric Surgeon; Pediatric surgery; General surgery; Family medicine; Pediatrics; Surgery; Psychiatry; Law","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":[0.007193369,0.0008111788,0.001358179,0.001669439,0.0157382,0.01572537,0.001478599,0.005448082,0.09023631],"category_scores_gemma":[0.01564999,0.0006597664,0.001653186,0.001417289,0.005245259,0.009496907,0.01161401,0.01731575,0.02991604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003716433,"about_ca_system_score_gemma":0.01801363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006448598,"about_ca_topic_score_gemma":0.0193623,"domain_scores_codex":[0.9926858,0.001387753,0.0003278511,0.000589291,0.002495986,0.002513442],"domain_scores_gemma":[0.9490144,0.001986848,0.001268398,0.001280342,0.006610318,0.0398397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007144532,0.0001592499,0.003908611,0.0001728733,0.00003916942,0.0002189701,0.001128812,0.00006135194,0.0004332809,0.01297367,0.9332297,0.04760271],"study_design_scores_gemma":[0.00001417548,0.00007166249,0.004079696,0.0002390326,0.000008962489,0.0002490493,0.005912649,0.00002546059,0.0000823607,0.004607697,0.9846699,0.00003927241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007381635,0.0118149,0.001744646,0.602423,0.2162264,0.0001345116,0.0006621191,0.0003504023,0.1592624],"genre_scores_gemma":[0.08580175,0.01829525,0.004069293,0.3686095,0.09094713,0.0002950846,0.001046459,0.0009055472,0.43003],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09023631,"threshold_uncertainty_score":0.3018705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090698257513705,"score_gpt":0.2836878688194889,"score_spread":0.2627808862443519,"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."}}