{"id":"W2115416285","doi":"","title":"Helping patients with localized prostate cancer reach treatment decisions.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Regret; Psychosocial; Prostate cancer; Prostatectomy; Medicine; Brachytherapy; Decision aids; Family medicine; Radiation treatment planning; Radiation therapy; Cancer; Alternative medicine; Surgery; Internal medicine; Psychiatry; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003198169,0.0003306126,0.0008691872,0.0009030913,0.0007607536,0.001233037,0.0005263127,0.001790446,0.008647623],"category_scores_gemma":[0.02356542,0.0001928874,0.000825118,0.001301329,0.0003920876,0.001391784,0.0006350781,0.0008949562,0.0009951537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000802347,"about_ca_system_score_gemma":0.00370448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136263,"about_ca_topic_score_gemma":0.007249543,"domain_scores_codex":[0.9974244,0.001703275,0.0003099386,0.0001029125,0.0003807736,0.00007871771],"domain_scores_gemma":[0.9890947,0.007500848,0.002028186,0.00007519303,0.0008025828,0.0004985073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005024256,0.0003141203,0.01138089,0.08934624,0.000748527,0.001240917,0.002899676,0.0001959894,0.0002986575,0.001189913,0.09354583,0.7983368],"study_design_scores_gemma":[0.003009353,0.002406649,0.08182586,0.2747878,0.003798432,0.01263868,0.01260657,0.0004631574,0.0009583968,0.007293272,0.5999769,0.0002350034],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02057474,0.8980737,0.0007473362,0.05934095,0.001878061,0.0003028461,0.0007169198,0.00004665155,0.01831876],"genre_scores_gemma":[0.2576741,0.697804,0.009785986,0.02633391,0.001748596,0.0009295931,0.0007736587,0.00001407709,0.00493614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008647623,"threshold_uncertainty_score":0.02892917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061581262360052,"score_gpt":0.257838302767024,"score_spread":0.2372224901434234,"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."}}