{"id":"W2085227991","doi":"10.3747/co.19.935","title":"Moderators of Psychological Recovery from Benign Cancer Screening Results","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"Canadian Institutes of Health Research; Jewish General Hospital","keywords":"Medicine; Breast cancer; Anxiety; Mammography; Distress; Family history; Cancer; Psycho-oncology; Optimism; Abnormality; Clinical psychology; Psychiatry; Surgery; Internal medicine; Psychotherapist; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002103387,0.0005112423,0.0003756153,0.0003562462,0.0007180328,0.0007380582,0.0004046157,0.0007520976,0.004462364],"category_scores_gemma":[0.01750191,0.0002431981,0.0007810695,0.0003514151,0.0005422356,0.0004526172,0.00114829,0.0009683158,0.0001649248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733942,"about_ca_system_score_gemma":0.0009735846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522541,"about_ca_topic_score_gemma":0.003322771,"domain_scores_codex":[0.9985301,0.0007123919,0.0001051161,0.0002087159,0.000190701,0.0002529268],"domain_scores_gemma":[0.9888251,0.006003535,0.002988476,0.0004027112,0.0003443165,0.001435848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001327851,0.0008863885,0.9846438,0.0001299561,0.0003904221,0.0001455572,0.001416331,0.0001498343,0.0008557829,0.000118085,0.000243179,0.009692718],"study_design_scores_gemma":[0.00002338898,0.000437435,0.9981055,0.00002612025,0.0001368478,0.00008218666,0.0005293999,0.0001971742,0.000190305,0.00008191381,0.0001831254,0.000006677049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987369,0.0002804145,0.00008446658,0.0003228943,0.00001804064,0.00002416155,0.00007453489,0.000006644673,0.0004518897],"genre_scores_gemma":[0.9993813,0.0001071009,0.0001685087,0.00003913857,0.00001362197,0.00002358471,0.00007455915,0.000002717854,0.0001895377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004462364,"threshold_uncertainty_score":0.0149281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.217636405956939,"score_gpt":0.464516366283827,"score_spread":0.246879960326888,"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."}}