{"id":"W100254028","doi":"10.15173/m.v1i10.691","title":"Prostate Cancer and Robotic Surgery","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Prostate cancer; Medicine; Robotic surgery; Population health; Cancer; General surgery; Population; Environmental health; Internal medicine","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":[0.001244808,0.0003466276,0.0004655045,0.00188954,0.001213239,0.002422766,0.0005916545,0.002841991,0.01757296],"category_scores_gemma":[0.003862925,0.000194768,0.0004292917,0.001017387,0.003387495,0.002825223,0.002157198,0.002912748,0.00348025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001956746,"about_ca_system_score_gemma":0.001987246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00307747,"about_ca_topic_score_gemma":0.007965552,"domain_scores_codex":[0.9990108,0.0004474263,0.00005727001,0.0001401279,0.0002369047,0.0001074135],"domain_scores_gemma":[0.9987412,0.0005146008,0.0002234154,0.00009998312,0.0001699992,0.0002507633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008178609,0.00008627598,0.003864949,0.0005229099,0.00002573403,0.0004437755,0.0004365189,0.0002482454,0.0002318887,0.2225809,0.3263579,0.4451191],"study_design_scores_gemma":[0.00001038754,0.0000713077,0.005669963,0.000625135,0.00001412488,0.002506751,0.0002692675,0.0001206922,0.0000616499,0.0312144,0.9594129,0.0000235299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003802703,0.5929846,0.001117629,0.1500989,0.01420213,0.00001708582,0.0001330773,0.00009854552,0.2375453],"genre_scores_gemma":[0.1465139,0.4965543,0.002594796,0.07289729,0.08463494,0.00009834333,0.000246585,0.0001101311,0.1963498],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01757296,"threshold_uncertainty_score":0.05878747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384650757680236,"score_gpt":0.3065738915163786,"score_spread":0.2727273839395762,"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."}}