{"id":"W2110931716","doi":"10.1177/1049732309332692","title":"The Self-Management of Uncertainty Among Men Undertaking Active Surveillance for Low-Risk Prostate Cancer","year":2009,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Psychosocial; Prostate cancer; Psychological intervention; Medicine; Focus group; Qualitative research; Coping (psychology); Management of prostate cancer; Gynecology; Gerontology; Cancer; Clinical psychology; Nursing; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01202877,0.0001542348,0.0003241287,0.0001243213,0.001184304,0.00003156722,0.0003443884,0.00008212405,0.00008898906],"category_scores_gemma":[0.0002028521,0.0001135668,0.0001267303,0.0006525068,0.0003264935,0.00008792325,0.00004521903,0.0006234543,0.00002106439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006107451,"about_ca_system_score_gemma":0.0003722811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009603399,"about_ca_topic_score_gemma":0.003136076,"domain_scores_codex":[0.9921886,0.004731578,0.0008285857,0.000451394,0.0005840996,0.00121576],"domain_scores_gemma":[0.9950069,0.002929154,0.0005072869,0.0004209629,0.0008748685,0.0002608492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002946567,0.001012833,0.003014589,0.0007769255,0.000314282,0.000003465665,0.162101,0.00003522318,0.000005793729,0.1337901,0.03157726,0.6644219],"study_design_scores_gemma":[0.003648713,0.005247464,0.6271043,0.0008120759,0.00002033565,5.157907e-7,0.3156092,0.0004921224,0.00004277231,0.02117737,0.02551153,0.0003335567],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475045,0.005591528,0.0004987997,0.0234474,0.0006148995,0.008998069,0.001059716,0.000116196,0.01216889],"genre_scores_gemma":[0.9909544,0.002075228,0.0003677887,0.0001591927,0.00005974783,0.001729419,0.00003196603,0.00002286148,0.004599392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6640884,"threshold_uncertainty_score":0.9969918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2966675897643419,"score_gpt":0.6187928318717637,"score_spread":0.3221252421074218,"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."}}