{"id":"W4415202075","doi":"10.2196/69213","title":"Factors Associated With Body Image Distress in Patients With Head and Neck Cancer: Protocol for a Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Distress; Head and neck; Psychological distress; MEDLINE; Systematic review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07439305,0.005999732,0.01993026,0.01308458,0.004686262,0.007285927,0.004775238,0.006788161,0.05741611],"category_scores_gemma":[0.08587637,0.006279994,0.02040151,0.01180149,0.004663635,0.009294083,0.005804697,0.006681449,0.006630747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384967,"about_ca_system_score_gemma":0.06068067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006521884,"about_ca_topic_score_gemma":0.01616788,"domain_scores_codex":[0.9627343,0.01430342,0.01405737,0.002828365,0.004285487,0.001791039],"domain_scores_gemma":[0.9531497,0.0181814,0.01038099,0.003958621,0.0125078,0.001821574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003920511,0.0002540364,0.0006763329,0.9506,0.002498693,0.0005219006,0.001844097,0.0006622904,0.001025592,0.002195595,0.01263358,0.02316745],"study_design_scores_gemma":[0.03208288,0.003103268,0.007577769,0.7394065,0.01912221,0.0009713044,0.003868196,0.001287425,0.002213941,0.008993041,0.1807599,0.0006135745],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003624891,0.0026143,0.0009060828,0.0002637245,0.0001968083,0.993299,0.00199567,0.00005467623,0.0003072977],"genre_scores_gemma":[0.0003229823,0.001305021,0.002021587,0.0001613833,0.00002002762,0.9957086,0.0002776777,0.000005631756,0.0001771214],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07439305,"threshold_uncertainty_score":0.3934327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2301577796770808,"score_gpt":0.568096079091461,"score_spread":0.3379382994143801,"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."}}