{"id":"W4292185176","doi":"10.1177/08465371221105532","title":"Canadian Association of Radiologists Prostate MRI White Paper","year":2022,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University; University of Toronto; Dalhousie University; St. Boniface Hospital; North York General Hospital; McGill University Health Centre; University Health Network; Ottawa Hospital; St. Joseph’s Healthcare Hamilton; University of Manitoba; Mount Sinai Hospital; University of Calgary; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Context (archaeology); Quality assurance; Prostate cancer; White paper; Health care; Medical physics; Prostate; Malignancy; Prostate biopsy; Radiology; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01070828,0.0009184342,0.001119604,0.00734743,0.004606613,0.006923724,0.004215193,0.003353882,0.1052601],"category_scores_gemma":[0.0613386,0.001054265,0.001196804,0.007100767,0.002914885,0.001941796,0.002351514,0.004804531,0.05086074],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01819581,"about_ca_system_score_gemma":0.09984706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4989268,"about_ca_topic_score_gemma":0.615554,"domain_scores_codex":[0.9801895,0.001605101,0.001809007,0.001349071,0.01349655,0.001550832],"domain_scores_gemma":[0.8409157,0.005597361,0.004296213,0.004963797,0.1345052,0.009721748],"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":[0.00001378216,0.000005405386,0.0003019404,0.0002054704,0.000005396306,0.00006382713,0.00002987574,0.00002291474,0.00006858121,0.001012903,0.9642189,0.03405089],"study_design_scores_gemma":[0.000009157443,0.000006537181,0.001324428,0.0003753153,0.000006817263,0.0002558581,0.00005716834,0.00002738591,0.00007220458,0.0003820278,0.9974693,0.00001377243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001384719,0.03362294,0.008422619,0.2479339,0.1579365,0.00218617,0.01676978,0.001669711,0.5300736],"genre_scores_gemma":[0.03246026,0.1006508,0.03346436,0.07827692,0.06103661,0.001766153,0.03722006,0.002109842,0.653015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9818042,"threshold_uncertainty_score":0.9920454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009991590730641224,"score_gpt":0.2407609181574933,"score_spread":0.2307693274268521,"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."}}