{"id":"W2102819417","doi":"10.5489/cuaj.3267","title":"The 10 000-hour rule","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.004220681,0.000518731,0.0007801663,0.0008334185,0.00539881,0.006745453,0.001768064,0.01667164,0.04580451],"category_scores_gemma":[0.02362684,0.0006862012,0.001078758,0.0005881237,0.002602715,0.003028209,0.002574448,0.02077414,0.03304926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002972079,"about_ca_system_score_gemma":0.0124524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04685694,"about_ca_topic_score_gemma":0.08667234,"domain_scores_codex":[0.9940352,0.0004046643,0.0002443075,0.0008623898,0.002818094,0.001635364],"domain_scores_gemma":[0.9918139,0.001287307,0.0003144154,0.0006731616,0.002644558,0.003266713],"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":[0.0001119006,0.0001439519,0.001579723,0.00002687436,0.0000155287,0.0002119016,0.0001595405,0.0001553382,0.0003164756,0.06851586,0.9035782,0.02518483],"study_design_scores_gemma":[0.00005392386,0.00008780161,0.005147529,0.0001065857,0.00001730406,0.0001738916,0.0002979937,0.0002772618,0.0002386058,0.01192453,0.9816273,0.00004714612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0131825,0.001532206,0.006599635,0.3228838,0.07954058,0.0001673471,0.00106616,0.001059706,0.5739682],"genre_scores_gemma":[0.07401768,0.0009571718,0.003024279,0.2802605,0.01179902,0.0002963498,0.0005978317,0.0003853536,0.6286618],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04685694,"threshold_uncertainty_score":0.1532313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09573322830237099,"score_gpt":0.4385675476659487,"score_spread":0.3428343193635777,"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."}}