{"id":"W4405706145","doi":"10.1186/s13104-024-07045-7","title":"Treatment initiation and completion among head and neck squamous cell carcinoma patients in Tanzania","year":2024,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Head and neck cancer; Referral; Logistic regression; Internal medicine; Retrospective cohort study; Head and neck squamous-cell carcinoma; Cancer; Psychological intervention; Cohort; Tanzania; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007334324,0.0001609902,0.0001882017,0.0004897649,0.00052597,0.000451828,0.0003007135,0.0002078936,0.001973645],"category_scores_gemma":[0.002647557,0.000205185,0.000292886,0.0008343982,0.0002482029,0.0003583268,0.0006857612,0.0004560832,0.000189845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007203656,"about_ca_system_score_gemma":0.001029312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03166051,"about_ca_topic_score_gemma":0.04146229,"domain_scores_codex":[0.9994885,0.000154573,0.00005768915,0.00008708867,0.00006945527,0.00014275],"domain_scores_gemma":[0.9983196,0.0002560625,0.001046404,0.00007111488,0.0001161657,0.0001906301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002753852,0.00001563942,0.9986106,0.00001227812,0.000006643098,0.00003522463,0.000199667,0.00002051155,0.00005041967,0.000006521198,0.00009066907,0.0009242478],"study_design_scores_gemma":[0.000003403007,0.00005519726,0.9990103,0.00002141278,0.000008118793,0.00009466786,0.0005160926,0.0000990357,0.00003397888,0.000008682874,0.0001462916,0.000002781838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992008,0.0001682432,0.00002284336,0.00005621688,0.000002228305,0.000008857911,0.0003912308,0.000001777812,0.0001478797],"genre_scores_gemma":[0.9995236,0.0001014874,0.00003430381,0.00001752816,0.000002776208,0.000009835482,0.0002279047,9.784359e-7,0.00008148581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03166051,"threshold_uncertainty_score":0.0629524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13040462282604,"score_gpt":0.3936204374317924,"score_spread":0.2632158146057524,"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."}}