{"id":"W1991009219","doi":"10.1080/07347332.2013.798757","title":"Cognitive Adaptation to Nonmelanoma Skin Cancer","year":2013,"lang":"en","type":"article","venue":"Journal of Psychosocial Oncology","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Optimism; Cognition; Distress; Adaptation (eye); Psychology; Skin cancer; Population; Clinical psychology; Developmental psychology; Gerontology; Social psychology; Cancer; Medicine; Sociology; Demography; 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":[0.0005266314,0.0001209074,0.0001731722,0.000405625,0.0002824859,0.0004506142,0.0001695048,0.0001073456,0.001114158],"category_scores_gemma":[0.005659082,0.00005468765,0.0002745656,0.0003584782,0.0003386692,0.0001696029,0.0005067772,0.0005369052,0.0000783789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003183026,"about_ca_system_score_gemma":0.0002699565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002727048,"about_ca_topic_score_gemma":0.004088091,"domain_scores_codex":[0.9997516,0.0001019229,0.00001421708,0.00002269648,0.00006674646,0.00004288288],"domain_scores_gemma":[0.999054,0.0003459195,0.0003150405,0.00005879506,0.00009971919,0.0001266316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003591844,0.0006265327,0.8913548,0.0001308936,0.0001201558,0.0003840986,0.005013769,0.0006495587,0.001069325,0.0003051267,0.0005033205,0.09948312],"study_design_scores_gemma":[0.000004960655,0.0001305869,0.9974639,0.000009547324,0.00001491007,0.0002726089,0.0008302046,0.0004312787,0.0002703948,0.0002071786,0.0003593985,0.000004879967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983832,0.0001558503,0.0001385293,0.00006674962,0.000007629239,0.00002079867,0.00001798942,0.000002907371,0.001206349],"genre_scores_gemma":[0.9997488,0.0000603664,0.00004923589,0.00001594196,0.000003183755,0.000006679501,0.00001448501,4.261178e-7,0.0001008405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002727048,"threshold_uncertainty_score":0.005422294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804924886106859,"score_gpt":0.3823479655597323,"score_spread":0.3542987166986637,"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."}}