{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004049298,0.0001672977,0.0004574956,0.0002362185,0.0001075926,0.00003417806,0.0002368005,0.000298373,0.006791605],"category_scores_gemma":[0.00007702198,0.0001538965,0.0001859882,0.0002606379,0.00007672662,0.0001966484,0.00002282399,0.0004415768,0.001292864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381426,"about_ca_system_score_gemma":0.0002268937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000777494,"about_ca_topic_score_gemma":0.0002317376,"domain_scores_codex":[0.9982137,0.0002966188,0.0006469929,0.0002132574,0.0002355965,0.0003938482],"domain_scores_gemma":[0.9981933,0.0003164761,0.0006122724,0.00009992454,0.0005186805,0.0002593765],"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":[0.001163696,0.000860885,0.005702563,0.000009450227,0.0006396225,0.0001506252,0.06230832,0.00007043075,0.0006625505,0.001734513,0.2775589,0.6491385],"study_design_scores_gemma":[0.0120868,0.008859115,0.4760769,0.0002643022,0.0005111613,0.0004360045,0.04895394,0.00007644721,0.0002663209,0.008353406,0.4431571,0.0009584969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364799,0.0004519555,0.003647672,0.01128292,0.008486061,0.000481717,0.000009214283,0.0000192166,0.1391413],"genre_scores_gemma":[0.987927,0.000102465,0.001618121,0.004375248,0.00348575,0.00007253557,0.000001955576,0.00003378346,0.002383122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.64818,"threshold_uncertainty_score":0.9994847,"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."}}