{"id":"W2050059426","doi":"10.1002/hed.10174","title":"Psychosocial adjustment in head and neck cancer: The impact of disfigurement, gender and social support","year":2002,"lang":"en","type":"article","venue":"Head & Neck","topic":"Cancer survivorship and care","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; Toronto General Hospital; University Health Network","funders":"","keywords":"Disfigurement; Psychosocial; Head and neck cancer; Social support; Happiness; Feeling; Medicine; Depression (economics); Clinical psychology; Cancer; Psychology; Psychiatry; Surgery; Internal medicine; Psychotherapist","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":[0.0003385184,0.0001591891,0.0001564244,0.0003348096,0.0004695303,0.0004118428,0.0001026649,0.0001739645,0.001658618],"category_scores_gemma":[0.001451677,0.00006172731,0.0002459719,0.0002431691,0.0003725605,0.0002216225,0.0004256593,0.0003069151,0.0001157007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046958,"about_ca_system_score_gemma":0.0002555243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002252795,"about_ca_topic_score_gemma":0.005109847,"domain_scores_codex":[0.9997689,0.00008308373,0.00001372165,0.00001356418,0.00004619444,0.000074511],"domain_scores_gemma":[0.999413,0.00009193844,0.0002386344,0.00001194437,0.00005400289,0.0001905158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002119312,0.00009513212,0.9876454,0.0000335093,0.00004824073,0.0002833235,0.00099965,0.00004077069,0.0006216505,0.00001838739,0.0002207324,0.009781098],"study_design_scores_gemma":[0.000002898596,0.0001308049,0.998414,0.000004392032,0.000008970757,0.000371932,0.0007546539,0.00002025279,0.00004279974,0.0000114412,0.000235705,0.000002168689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992799,0.0003134991,0.00001309399,0.00006885886,0.000006332408,0.00000445813,0.00003328876,6.307796e-7,0.000280062],"genre_scores_gemma":[0.9997111,0.0001255936,0.00001499733,0.00002208728,0.000006863371,0.000003170422,0.00002942549,2.954889e-7,0.00008641956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002252795,"threshold_uncertainty_score":0.005548656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05757122136866209,"score_gpt":0.3534370065357647,"score_spread":0.2958657851671025,"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."}}