{"id":"W2611203694","doi":"10.1038/pcan.2017.27","title":"Media reporting of ProtecT: a disconnect in information dissemination?","year":2017,"lang":"en","type":"article","venue":"Prostate Cancer and Prostatic Diseases","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Likert scale; Medicine; Descriptive statistics; Family medicine; Psychology; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004698667,0.0001443472,0.0003896607,0.0001689673,0.0001831954,0.0001258053,0.00008916093,0.00003573259,0.00006763257],"category_scores_gemma":[0.003062548,0.0001133359,0.00005192329,0.0001172142,0.0002366251,0.000813851,0.00009253295,0.0001391852,0.000002116383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004037485,"about_ca_system_score_gemma":0.0003214902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003709306,"about_ca_topic_score_gemma":0.00004705898,"domain_scores_codex":[0.9983134,0.00003051288,0.0008378402,0.000202456,0.0003406731,0.0002751249],"domain_scores_gemma":[0.9983019,0.0001392983,0.0008378054,0.0003284813,0.0002112402,0.0001813403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009713694,0.000132843,0.7914441,0.002483331,0.00003852159,0.00006248239,0.006365837,0.000003185659,0.0003616634,0.000178541,0.0001286413,0.1978295],"study_design_scores_gemma":[0.001724579,0.0002837484,0.990214,0.001190238,0.00007468776,0.00002193074,0.00123002,0.000429978,0.002422058,0.001755861,0.0004882102,0.0001646864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917447,0.001978969,0.00001929827,0.002099944,0.00006775366,0.001807497,0.0004008645,0.00002560858,0.001855387],"genre_scores_gemma":[0.9975783,0.001299088,0.0001611296,0.00003784116,0.00003018844,0.0005258828,0.0001290564,0.00001324613,0.00022532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1987699,"threshold_uncertainty_score":0.4621703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925282603123161,"score_gpt":0.3797350866537166,"score_spread":0.3504822606224849,"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."}}