{"id":"W4248142486","doi":"10.1038/sj.modpathol.3800876","title":"Gynecologic","year":2006,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; University of Ottawa","funders":"","keywords":"Medicine; Pathology","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":[0.00007051949,0.00006479082,0.0001371228,0.00005601441,0.00004140338,0.000004070945,0.00003539416,0.00007920206,0.0002134847],"category_scores_gemma":[0.00001432022,0.0000458027,0.00004109729,0.0000555857,0.0000822907,0.00001644174,0.00002577079,0.00009515356,0.0001817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005322959,"about_ca_system_score_gemma":0.00004458368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001627397,"about_ca_topic_score_gemma":0.00001145909,"domain_scores_codex":[0.9994031,0.00002509128,0.0000852829,0.0001754755,0.00007948745,0.0002315179],"domain_scores_gemma":[0.999732,0.00002342801,0.00001545772,0.0001567214,0.0000338273,0.00003861979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008258898,0.001503017,0.6000612,0.0001200435,0.00008308732,0.01463747,0.0004007368,0.00009440009,0.2572666,0.005128802,0.02001425,0.09986451],"study_design_scores_gemma":[0.006632082,0.001428817,0.8983142,0.00001764545,0.00009330743,0.001219726,0.00003364011,0.001935418,0.02104094,0.04812923,0.02089552,0.0002594682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533015,0.001213378,0.0008747595,0.002001849,0.00008452067,0.0001901663,0.000004489905,0.00007698344,0.04225239],"genre_scores_gemma":[0.9844007,0.00004135208,0.0005337389,0.0003151531,0.00009960906,0.0000354965,0.00004342152,0.000009338427,0.01452112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.298253,"threshold_uncertainty_score":0.2337507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386047861008697,"score_gpt":0.3051433003749544,"score_spread":0.2812828217648674,"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."}}