{"id":"W1902822067","doi":"10.1002/pon.3050","title":"The burden of stress in head and neck cancer","year":2012,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; McMaster University; McMaster University Medical Centre; University of Ottawa; Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"Canadian Institutes of Health Research","keywords":"Stressor; Distress; Clinical psychology; Psychology; Psychosocial; Psychological intervention; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001958746,0.0000674781,0.0002088476,0.0000386301,0.00002620985,0.000002655422,0.0000584509,0.00009556954,0.0001303724],"category_scores_gemma":[0.00002122734,0.00004605344,0.00002894464,0.0001108232,0.0001013518,0.00002867015,0.00002266824,0.0001505475,0.000004954475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009725375,"about_ca_system_score_gemma":0.00008502706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006001486,"about_ca_topic_score_gemma":0.01060837,"domain_scores_codex":[0.9993567,0.00005614313,0.0001636052,0.0001030864,0.00008883142,0.000231564],"domain_scores_gemma":[0.9995227,0.0001264637,0.00005629539,0.0001663096,0.0000366169,0.00009162879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009848423,0.0002466468,0.7294249,0.0001293774,0.00007178055,0.000008374921,0.05063617,0.000004175095,0.002721606,0.0005484977,0.005359981,0.2098636],"study_design_scores_gemma":[0.002782514,0.0005404957,0.2052333,0.000146992,0.0000573278,0.00003132525,0.01682493,0.00002736074,0.001225316,0.0001410538,0.7728781,0.0001112546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618931,0.01374538,0.000003335905,0.006633182,0.001215043,0.000169079,0.000009764572,0.000008230568,0.01632292],"genre_scores_gemma":[0.996583,0.001865408,0.00002801759,0.000302495,0.0006814418,0.00005640291,0.000002386906,0.000008767953,0.0004721135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7675181,"threshold_uncertainty_score":0.9072493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145499819506394,"score_gpt":0.378546981450407,"score_spread":0.3470919832553431,"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."}}