{"id":"W2198041354","doi":"10.5489/cuaj.3478","title":"Picking your prostates","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western 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":[0.001762331,0.001222005,0.0007840124,0.002070895,0.008217299,0.006380531,0.001447127,0.003649878,0.2373789],"category_scores_gemma":[0.009616271,0.0005331313,0.001205665,0.001001216,0.003182438,0.003388684,0.005896287,0.009036538,0.1396359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896679,"about_ca_system_score_gemma":0.007206328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02335473,"about_ca_topic_score_gemma":0.09151912,"domain_scores_codex":[0.9979752,0.00025733,0.00005656073,0.0001598562,0.001017755,0.000533406],"domain_scores_gemma":[0.9948003,0.0002559388,0.0001114682,0.0002210562,0.001271798,0.003339442],"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":[0.00001500349,0.00002824306,0.0003892239,0.0000317035,0.000003703729,0.0001974493,0.0002618269,0.000008681252,0.0001082861,0.001828222,0.9535407,0.0435871],"study_design_scores_gemma":[0.000006543807,0.00002216716,0.0006719753,0.0001070024,0.000005457412,0.0007487677,0.001030699,0.000007389507,0.00005685491,0.001209283,0.9961197,0.00001406372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003502611,0.02566889,0.002645443,0.2651449,0.1257579,0.0001433126,0.0004688681,0.001500261,0.575168],"genre_scores_gemma":[0.0104456,0.008571858,0.002274594,0.07650851,0.01306503,0.00003888733,0.0002760665,0.0005110069,0.8883083],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2373789,"threshold_uncertainty_score":0.7941114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06104809001338186,"score_gpt":0.3073588339697621,"score_spread":0.2463107439563803,"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."}}