{"id":"W2796282310","doi":"10.1177/1054137318768728","title":"Understanding Prostate Cancer Patients’ Support Needs: How Do They Manage Living With Cancer?","year":2018,"lang":"en","type":"article","venue":"Illness Crisis & Loss","topic":"Cancer survivorship and care","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of British Columbia","funders":"University of British Columbia; Prostate Cancer Canada; University Health Network; Health Research Board; Home Office; Movember Foundation","keywords":"Psychosocial; Thematic analysis; Survivorship curve; Qualitative research; Prostate cancer; Peer support; Medicine; Coping (psychology); Psychology; Nursing; Family medicine; Cancer; Clinical psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001977987,0.0003359446,0.0004457368,0.0002377814,0.000338055,0.000159437,0.0001894658,0.0001131644,0.0006711984],"category_scores_gemma":[0.00002144271,0.0002565856,0.0001055171,0.0005831634,0.0001969078,0.0002978478,0.00009790601,0.0002388,0.00001952677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007004189,"about_ca_system_score_gemma":0.0001995627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005852957,"about_ca_topic_score_gemma":0.0179679,"domain_scores_codex":[0.9979495,0.00005305345,0.0002309529,0.000493854,0.0006372201,0.0006354487],"domain_scores_gemma":[0.9986964,0.00005024941,0.0001672265,0.000476994,0.0003632331,0.0002459126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004578686,0.0001605452,0.9112621,0.0005156431,0.0003232336,0.00007918766,0.06409921,0.00001068558,0.00006498337,0.0006554702,0.01361874,0.008752307],"study_design_scores_gemma":[0.0115338,0.005279088,0.3531996,0.007489408,0.002762725,0.0001079629,0.4274848,0.000100086,0.007659073,0.001645901,0.1782034,0.004534176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855497,0.0004995396,0.0005249752,0.004084084,0.001772551,0.0006821727,0.0001475094,0.0001846959,0.00655474],"genre_scores_gemma":[0.9956972,0.00044468,0.00001531971,0.001189671,0.0006627385,0.0002465639,0.00002414459,0.0000953543,0.001624351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5580626,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843159921828532,"score_gpt":0.2720047757980649,"score_spread":0.2435731765797796,"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."}}