{"id":"W2891689102","doi":"10.1002/pon.4889","title":"Barriers to psychosocial oncology service utilization in patients newly diagnosed with head and neck cancer","year":2018,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":48,"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; Psychological intervention; Population; Head and neck cancer; Family medicine; Distress; Cancer; Psychiatry; Clinical psychology; Internal medicine; Oncology","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":[0.0008351877,0.0001451316,0.0002287491,0.0004028946,0.0006347558,0.0006109008,0.0002581915,0.0003280287,0.001339594],"category_scores_gemma":[0.004392684,0.000149434,0.00037073,0.0004132125,0.0003133439,0.0004740504,0.0006652444,0.0006231017,0.00009565424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009656675,"about_ca_system_score_gemma":0.001377863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01920962,"about_ca_topic_score_gemma":0.02930002,"domain_scores_codex":[0.999572,0.0001587614,0.00004020834,0.00003516287,0.00007669334,0.0001172415],"domain_scores_gemma":[0.9982933,0.0005396655,0.0007339492,0.00004755317,0.0001077916,0.0002777653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002420391,0.00009541005,0.9965922,0.00001524335,0.00001369944,0.00003860193,0.0006949936,0.00005655937,0.00004463624,0.00001856306,0.00006880791,0.002337006],"study_design_scores_gemma":[0.000004880366,0.0001636638,0.9964646,0.00001918049,0.00001409583,0.0001389891,0.002679809,0.0003132252,0.0000404131,0.00002463028,0.0001328401,0.000003586363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996624,0.00007154266,0.00001469332,0.00007517848,0.000001637087,0.00001008657,0.00002837166,7.327571e-7,0.0001353587],"genre_scores_gemma":[0.9997994,0.00005570774,0.00003214868,0.00002195497,0.000001825097,0.000007442951,0.00003640936,2.444566e-7,0.00004493217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01920962,"threshold_uncertainty_score":0.03819561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847902028483901,"score_gpt":0.3654049518817433,"score_spread":0.3369259315969043,"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."}}