{"id":"W1992005181","doi":"10.1097/ncc.0000000000000140","title":"Developing a Decision Aid to Support Informed Choices for Newly Diagnosed Patients With Localized Prostate Cancer","year":2014,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decision aids; Medicine; Checklist; Usability; Prostate cancer; Delphi method; Psychological intervention; Watchful waiting; Test (biology); Decision-making; Decision support system; Medical physics; Family medicine; Medical education; Cancer; Nursing; Psychology; Alternative medicine; Computer science; Operations management; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002243575,0.0002722692,0.0004255194,0.0002099956,0.001225109,0.00003198348,0.0004301411,0.0001662735,0.00009597247],"category_scores_gemma":[0.0007843192,0.0002298883,0.00004794395,0.0005197732,0.00007954898,0.0003646941,0.0000987664,0.0003514274,0.00003587075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002281797,"about_ca_system_score_gemma":0.00243893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195567,"about_ca_topic_score_gemma":0.003342679,"domain_scores_codex":[0.9971687,0.0002246231,0.0008343012,0.0004488076,0.0004268369,0.000896744],"domain_scores_gemma":[0.9960256,0.001385695,0.00052927,0.0006509469,0.001050571,0.000357878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001546387,0.00004590899,0.5687197,0.0006422952,0.00002269457,1.713476e-7,0.02624509,0.0003250005,0.000005317655,0.0002324624,0.007105932,0.3951091],"study_design_scores_gemma":[0.01664717,0.0007249282,0.203411,0.01696138,0.00007424744,1.789438e-7,0.0053144,0.001032465,0.0001299192,0.001099556,0.753812,0.000792804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941248,0.001049896,0.02983398,0.009941111,0.005389519,0.01098855,0.000240812,0.0003494436,0.0009586848],"genre_scores_gemma":[0.8989825,0.0002513459,0.07365499,0.01339701,0.0005009991,0.01240223,0.0002800763,0.0001574056,0.0003734618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.746706,"threshold_uncertainty_score":0.9422672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134900088611077,"score_gpt":0.4642234323606939,"score_spread":0.3293233437496169,"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."}}