{"id":"W1845400824","doi":"10.5489/cuaj.942","title":"Meeting your high expectations","year":2008,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association","funders":"","keywords":"Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01789625,0.001962052,0.00157926,0.001643379,0.009302253,0.02567937,0.003849541,0.01807253,0.1609655],"category_scores_gemma":[0.08207405,0.0007135988,0.002037873,0.001009159,0.006800797,0.01538083,0.0165983,0.02586696,0.153563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004784929,"about_ca_system_score_gemma":0.01746866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903895,"about_ca_topic_score_gemma":0.003384975,"domain_scores_codex":[0.9660549,0.008849972,0.001253763,0.002418218,0.01522741,0.00619583],"domain_scores_gemma":[0.9010044,0.008293904,0.003091472,0.004117798,0.02288216,0.06061032],"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":[0.00001227394,0.00005156565,0.0003438134,0.00007167352,0.000007609939,0.0002321826,0.0006586058,0.00003125202,0.0001294642,0.004496511,0.9712663,0.0226989],"study_design_scores_gemma":[0.00001246941,0.0000604358,0.0004124295,0.0002807299,0.000005829187,0.000747558,0.003315891,0.00009224125,0.00009237242,0.009895188,0.9850453,0.00003964074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001991087,0.004827254,0.004278794,0.7943836,0.06323401,0.0001525029,0.000316035,0.001067391,0.1297492],"genre_scores_gemma":[0.03180811,0.009287125,0.008362153,0.5695132,0.0443465,0.0005784935,0.001076333,0.001528039,0.3335001],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1609655,"threshold_uncertainty_score":0.5384833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05984183436220943,"score_gpt":0.354658865963417,"score_spread":0.2948170316012076,"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."}}