{"id":"W4384932678","doi":"10.3390/curroncol30070501","title":"Psychosocial Oncology: Optimizing Outcomes through Interdisciplinary Care in Head and Neck Oncology","year":2023,"lang":"en","type":"editorial","venue":"Current Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Soft palate; Larynx; Tongue; Floor of mouth; Buccal mucosa; Stratified squamous epithelium; Hard palate; Oral cavity; Tonsil; Dentistry; Epithelium; Pathology; Anatomy; Surgery","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":[0.01216277,0.002814525,0.004383612,0.002362835,0.002272125,0.006631346,0.003953564,0.01376084,0.00606187],"category_scores_gemma":[0.0393788,0.0009481686,0.003043656,0.001674083,0.002191622,0.005386683,0.001773888,0.03038908,0.003841159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005151665,"about_ca_system_score_gemma":0.007437276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00396639,"about_ca_topic_score_gemma":0.01182771,"domain_scores_codex":[0.9949096,0.001882326,0.0007662011,0.0003848527,0.001713697,0.0003434186],"domain_scores_gemma":[0.9609019,0.02416543,0.001385642,0.0004588369,0.009338308,0.003749812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007372363,0.0000257357,0.00005177972,0.001216645,0.00008262318,0.0000566407,0.00003096919,0.00004870837,0.0000227978,0.0004966345,0.9739432,0.02395046],"study_design_scores_gemma":[0.0004770813,0.000161449,0.001038898,0.007934277,0.0005395788,0.000299497,0.0001523482,0.0002587989,0.00008529146,0.002622494,0.9863715,0.00005880272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007691541,0.08610784,0.0001143017,0.1079552,0.8040706,0.00003798888,0.00005855933,0.00005124736,0.001527345],"genre_scores_gemma":[0.0007860602,0.0722611,0.0001489723,0.05728734,0.866842,0.00004510035,0.00004063775,0.00002884804,0.00255996],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01376084,"threshold_uncertainty_score":0.06432366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113009611091934,"score_gpt":0.5122814685278013,"score_spread":0.4009805074186079,"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."}}