{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002141799,0.00008982223,0.0001879193,0.0002171355,0.00009450491,0.00004538513,0.00001840435,0.00004534132,0.00001230874],"category_scores_gemma":[0.0001693473,0.00006884329,0.00001884164,0.000214775,0.0001086284,0.00008040905,0.00004539263,0.0001366914,0.00001134777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838564,"about_ca_system_score_gemma":0.00008854789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026371,"about_ca_topic_score_gemma":0.002319576,"domain_scores_codex":[0.9989908,0.0001027524,0.0001399681,0.0002515056,0.000271494,0.0002434277],"domain_scores_gemma":[0.9992209,0.0004947127,0.00000996599,0.00009232848,0.00008508541,0.00009702403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001278944,0.0001317673,0.9923906,0.0004154441,0.000003795922,0.00003520207,0.001340904,4.716148e-7,0.0003638534,0.0000395412,0.0001742229,0.004976314],"study_design_scores_gemma":[0.002085505,0.001765827,0.9928213,0.0001392119,0.00001017905,0.000002825594,0.0001307549,0.001242324,0.0009359694,0.00006663967,0.0007398743,0.00005958738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945682,0.003099484,0.000006966385,0.0003898561,0.00004463364,0.0005145655,0.00001415223,0.00002200733,0.001340086],"genre_scores_gemma":[0.9991416,0.0004268261,0.0001008636,0.00001913396,0.0000754164,0.00006845324,0.00003355729,0.00001253539,0.0001215585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004916728,"threshold_uncertainty_score":0.3986525,"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."}}