{"id":"W2038541609","doi":"10.1016/j.acra.2009.11.006","title":"Comparison between Population Average and Experimentally Measured Arterial Input Function in Predicting Biopsy Results in Prostate Cancer","year":2010,"lang":"en","type":"article","venue":"Academic Radiology","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Prostate cancer; Medicine; Biopsy; Population; Function (biology); Cancer; Radiology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00252188,0.0003662594,0.0003976393,0.0005115253,0.0002008699,0.0006367436,0.0003989021,0.0009641451,0.0004759475],"category_scores_gemma":[0.01806281,0.0002096595,0.0003037948,0.0002481927,0.0003163452,0.0005049827,0.0003015432,0.000327988,0.0001768704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136116,"about_ca_system_score_gemma":0.0003258686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898909,"about_ca_topic_score_gemma":0.00221003,"domain_scores_codex":[0.9990948,0.0004633869,0.00005876064,0.0002018717,0.0001157346,0.0000653816],"domain_scores_gemma":[0.9868721,0.01109195,0.0003417383,0.0004576092,0.001092207,0.0001443636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003685946,0.00049987,0.6549295,0.0002421664,0.0004568997,0.0002898834,0.0002720229,0.1686535,0.02787602,0.0004169661,0.000722843,0.1419545],"study_design_scores_gemma":[0.00006569256,0.001407184,0.203561,0.00003090587,0.000266668,0.0007301208,0.0001402884,0.7672832,0.02548254,0.000628213,0.0003542051,0.00005007995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744324,0.0002223854,0.02432169,0.00003917665,0.00002208399,0.00001222654,0.0001583238,0.000273583,0.0005181751],"genre_scores_gemma":[0.9967088,0.00003324823,0.003028903,0.000011591,0.000008038341,0.000007329106,0.0001152692,0.00001147344,0.00007535305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00252188,"threshold_uncertainty_score":0.01333719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03783887802169536,"score_gpt":0.3524854733524667,"score_spread":0.3146465953307713,"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."}}