{"id":"W2055857716","doi":"10.1097/00002820-200601000-00002","title":"Prevalence, Correlates, and Costs of Patients With Poor Adjustment to Mixed Cancers","year":2006,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Cancer survivorship and care","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada); Dalhousie University","funders":"","keywords":"Medicine; Coping (psychology); Lung cancer; Population; Depression (economics); Cancer; Breast cancer; Psychological intervention; Psychiatry; Demography; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000333294,0.0001256889,0.0002120243,0.00007117991,0.00003763587,0.00000683222,0.00003948772,0.0000446392,0.00005515302],"category_scores_gemma":[0.000004469068,0.0001053505,0.00002657295,0.0002028171,0.00009141841,0.00004485595,0.000009357142,0.00007636453,0.000001171239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008356,"about_ca_system_score_gemma":0.0001567132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002561832,"about_ca_topic_score_gemma":0.001150465,"domain_scores_codex":[0.9991415,0.00001460554,0.0001559114,0.0002324136,0.0002462742,0.0002092969],"domain_scores_gemma":[0.9994938,0.00001629388,0.00007057253,0.0001430107,0.0001530409,0.0001232287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001589205,0.0001412777,0.7784617,0.0002985636,0.00005101775,0.00000385663,0.001280829,0.0002247141,0.0002510442,0.0001485895,0.00698871,0.2105605],"study_design_scores_gemma":[0.002333127,0.0006154951,0.9881107,0.003899012,0.0002950106,0.000002661067,0.0004541059,0.00008332513,0.0016367,0.00001988378,0.002342524,0.0002075159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897613,0.00638777,0.0001873121,0.0002927467,0.001077199,0.0005122554,0.00006996825,0.00002464071,0.00168682],"genre_scores_gemma":[0.998874,0.0001091229,0.0001016101,0.0002500123,0.0001438304,0.00004667721,0.00002118369,0.00002168067,0.0004318587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.210353,"threshold_uncertainty_score":0.429607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006847060686013069,"score_gpt":0.2498424906948422,"score_spread":0.2429954300088292,"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."}}