{"id":"W2911664512","doi":"10.1002/pon.5031","title":"Psychosocial adjustment to a prostate cancer diagnosis in a cohort of radical prostatectomy patients in Quebec, Canada","year":2019,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McGill University Health Centre; Mount Royal University; Biotika; McGill University; Université Laval; Université de Montréal; PROCURE","funders":"Canadian Institutes of Health Research; Faculty of Medicine, McGill University","keywords":"Medicine; Psychosocial; Prostatectomy; Prostate cancer; Cohort; Logistic regression; Odds ratio; Cancer; Internal medicine; Gynecology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191659,0.0001886309,0.0006716106,0.0002116613,0.00001240612,0.000003953959,0.0001248407,0.0001660957,0.0006794907],"category_scores_gemma":[0.00004263308,0.0001773121,0.00006194538,0.0005877978,0.00005139374,0.00004205393,0.00003670757,0.0003075495,0.00001416853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867607,"about_ca_system_score_gemma":0.002137724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9566811,"about_ca_topic_score_gemma":0.9975849,"domain_scores_codex":[0.9979993,0.0001266671,0.0005452341,0.0004586192,0.0004050987,0.0004650621],"domain_scores_gemma":[0.9991686,0.00009565467,0.0001348283,0.0002551988,0.0001249832,0.0002207115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001877408,0.0007675674,0.9457064,0.00014555,0.00004914207,0.00002995004,0.009174222,0.00001083296,0.0000700139,0.00001323727,0.01640312,0.02575252],"study_design_scores_gemma":[0.006531035,0.0007090083,0.8579614,0.0002470221,0.00002791418,0.000001142436,0.00132309,0.00000449153,0.0001658475,0.00001494474,0.132851,0.0001631627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867278,0.0004860442,8.800211e-7,0.005234555,0.002319943,0.002919703,0.0001013035,0.00001231459,0.002197399],"genre_scores_gemma":[0.9930168,0.0005016727,0.00003788104,0.002630149,0.0001164019,0.003039218,0.00004271809,0.00002743074,0.000587683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1164478,"threshold_uncertainty_score":0.7498693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007831929509517943,"score_gpt":0.3015812428014745,"score_spread":0.2937493132919566,"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."}}