{"id":"W4200234293","doi":"10.21203/rs.3.rs-958776/v1","title":"Patient Reported Outcomes in Penile Cancer","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Penile cancer; Medicine; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004627664,0.0003051621,0.0005258612,0.001771015,0.0004054354,0.001144648,0.0004789933,0.0004056413,0.003295934],"category_scores_gemma":[0.02168265,0.0001044526,0.0007346681,0.003247698,0.0003766352,0.0008779123,0.00117944,0.0009209408,0.0003027277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361295,"about_ca_system_score_gemma":0.0003934887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000553,"about_ca_topic_score_gemma":0.001025096,"domain_scores_codex":[0.9957348,0.002029301,0.0006475424,0.0003509305,0.0009478328,0.0002896793],"domain_scores_gemma":[0.9773386,0.006870915,0.01192238,0.0004705233,0.002082009,0.001315599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001460045,0.00009312593,0.9902604,0.0001720618,0.0001972375,0.00004792378,0.0001602329,0.0001839931,0.00003531959,0.00006096623,0.0006397227,0.008003068],"study_design_scores_gemma":[0.00001283788,0.0002717242,0.9981097,0.00005984389,0.00006277666,0.0002210681,0.000181952,0.0002515436,0.00006087198,0.00005787278,0.0007009169,0.000008926451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818729,0.0052772,0.0004531149,0.0006422165,0.00007074106,0.0001110233,0.005727158,0.00002976636,0.005816008],"genre_scores_gemma":[0.9974442,0.0004029894,0.0001538138,0.00008165852,0.0000342555,0.0000520791,0.001647392,0.000003699082,0.0001800311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004627664,"threshold_uncertainty_score":0.02447373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199072264361081,"score_gpt":0.4889764183026969,"score_spread":0.3690691918665888,"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."}}