{"id":"W1999128767","doi":"10.1016/j.pec.2011.11.009","title":"Factors influencing treatment decision making and information preferences of prostate cancer patients on active surveillance","year":2011,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":115,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"","keywords":"Anxiety; Medicine; Prostate cancer; Patient participation; Family medicine; MEDLINE; Cancer; Internal medicine; Psychiatry","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":[0.00115899,0.0001552197,0.0002748894,0.0007916017,0.0008792853,0.001393447,0.0002674005,0.0008016244,0.006303997],"category_scores_gemma":[0.01538669,0.0001608053,0.0005929275,0.0009541175,0.0004486289,0.0006226739,0.0004115331,0.001229518,0.0003432856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319534,"about_ca_system_score_gemma":0.00100159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006075602,"about_ca_topic_score_gemma":0.008469407,"domain_scores_codex":[0.9987531,0.0004940068,0.0001694874,0.00008886719,0.0002307538,0.0002637282],"domain_scores_gemma":[0.9885301,0.006501084,0.002768241,0.0001609566,0.0005095795,0.001530111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004814118,0.000453926,0.9907658,0.00002674617,0.0000937911,0.0001992069,0.001399013,0.0001365921,0.0001761154,0.00009910983,0.0003090386,0.005859192],"study_design_scores_gemma":[0.00004869756,0.0003803314,0.9896819,0.00004380969,0.0001053068,0.0006873868,0.006820168,0.0009790901,0.0001523344,0.0003401377,0.0007346583,0.00002611151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979811,0.0001647825,0.0000232876,0.0003853359,0.000007849764,0.000007537125,0.00007369746,0.000001040155,0.001355395],"genre_scores_gemma":[0.9995794,0.00006182608,0.00004097525,0.0001004588,0.000007847339,0.000002854461,0.0000417338,0.000001039966,0.0001638606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006303997,"threshold_uncertainty_score":0.02108896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320220481285612,"score_gpt":0.3948887195041398,"score_spread":0.2628666713755786,"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."}}