{"id":"W3176803809","doi":"10.1002/pon.5760","title":"Longitudinal study indicating antecedent psychosocial vulnerability as predictor of anxiety disorders post‐treatment in people with head and neck cancer","year":2021,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé","keywords":"Psychosocial; Medicine; Anxiety; Head and neck cancer; Cancer; Population; Psychiatry; Clinical psychology; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006183627,0.0001568538,0.0002472298,0.0005502541,0.0007113215,0.0006496208,0.0002357168,0.0004213702,0.001189569],"category_scores_gemma":[0.002288091,0.0002141034,0.0005311701,0.0006737088,0.0001963065,0.0004667026,0.0005725059,0.001005465,0.000199837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744455,"about_ca_system_score_gemma":0.0006086749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341787,"about_ca_topic_score_gemma":0.02237369,"domain_scores_codex":[0.9996258,0.0000920396,0.00003643924,0.00005924721,0.00007840631,0.0001079588],"domain_scores_gemma":[0.9987709,0.0001410054,0.0005493572,0.0000532312,0.0001658006,0.0003196597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003299287,0.00003609789,0.9992028,0.00000366259,0.0000166441,0.00003102466,0.0001556063,0.000008082045,0.00005523027,0.000004068681,0.0000324191,0.0004215117],"study_design_scores_gemma":[0.000001988904,0.00006704857,0.9993945,0.000003447678,0.000008020451,0.00006457032,0.0003575895,0.0000316003,0.00001104131,0.000004964444,0.00005355538,0.000001564224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994277,0.0001193103,0.00002369185,0.00005751503,0.000005381846,0.000009673578,0.0001886783,0.000001000966,0.0001669572],"genre_scores_gemma":[0.9995471,0.00007782846,0.00003289623,0.00002199553,0.000005159463,0.00001041487,0.0002115207,5.105784e-7,0.00009271217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341787,"threshold_uncertainty_score":0.02667952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129011952554056,"score_gpt":0.3674170690168287,"score_spread":0.3461269494912881,"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."}}