{"id":"W4296354476","doi":"10.3390/curroncol29090527","title":"Dealing with the Vicissitudes and Abject Consequences of Head and Neck Cancer: A Vital Role for Psycho-Oncology","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Head and neck cancer; Multidisciplinary approach; Quality of life (healthcare); Distress; Head and neck; Health care; Oncology; Cancer; Internal medicine; Nursing; Surgery; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005104337,0.0004238957,0.000561877,0.000449559,0.008320231,0.005266807,0.0009465187,0.004455276,0.003316547],"category_scores_gemma":[0.01509895,0.0002302776,0.0003987667,0.0003665102,0.01120651,0.004971256,0.005829555,0.01089847,0.0006348093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002570944,"about_ca_system_score_gemma":0.00909716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557034,"about_ca_topic_score_gemma":0.003305719,"domain_scores_codex":[0.9955618,0.003176187,0.0001386782,0.0001382675,0.0005828014,0.0004021629],"domain_scores_gemma":[0.9916012,0.004535667,0.0009541332,0.0003297663,0.0005818522,0.001997396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008666005,0.0004924315,0.0197437,0.00154178,0.0001206397,0.04073234,0.410846,0.0006504167,0.00425071,0.1039182,0.1336553,0.2839619],"study_design_scores_gemma":[0.0000260498,0.0002374633,0.01206976,0.002050965,0.00005069617,0.06940946,0.2843474,0.0005267728,0.0007597723,0.06155873,0.5687891,0.0001738547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07782184,0.0306775,0.01297236,0.7998227,0.009082313,0.0001837751,0.00002027213,0.0002335803,0.06918561],"genre_scores_gemma":[0.8348684,0.02226274,0.01803712,0.09940105,0.006089406,0.0002343029,0.00003084379,0.0001092827,0.01896688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008320231,"threshold_uncertainty_score":0.02699465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3509241845697556,"score_gpt":0.5418421300692032,"score_spread":0.1909179454994476,"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."}}