{"id":"W4404510003","doi":"10.1002/jso.27993","title":"Gastric Cancer at a Nigerian Tertiary Referral Center: Experiences With Establishing an Institutional Cancer Registry","year":2024,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Cancer; Referral; Malignancy; Discontinuation; Histopathology; Cancer registry; Surgery; Internal medicine; General surgery; Family medicine; Pathology","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":[0.01324273,0.0002952908,0.0003423202,0.001094097,0.003289093,0.002436522,0.001844139,0.0006083525,0.00235112],"category_scores_gemma":[0.02903197,0.0005140697,0.0003373914,0.002616548,0.001164556,0.001944584,0.004500968,0.001287871,0.0003495491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003296372,"about_ca_system_score_gemma":0.01226689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01854417,"about_ca_topic_score_gemma":0.03555209,"domain_scores_codex":[0.9903737,0.004609453,0.001417599,0.0007635663,0.001434406,0.001401237],"domain_scores_gemma":[0.9623317,0.008109752,0.01386934,0.003402196,0.00498428,0.007302631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009210639,0.0002893654,0.9562885,0.0001949686,0.000021571,0.003600834,0.01297264,0.0001141136,0.0004498754,0.0004131179,0.002065294,0.02349755],"study_design_scores_gemma":[0.00007385024,0.001161396,0.8144854,0.001355457,0.0001200388,0.0124688,0.1463914,0.001327892,0.00105406,0.0004025756,0.02104841,0.0001107684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929784,0.001152095,0.0007038151,0.001743254,0.0000840613,0.0003263383,0.000223402,0.00003141357,0.002757292],"genre_scores_gemma":[0.9951242,0.001621406,0.001550987,0.0005961219,0.0000557299,0.0001908521,0.0004291998,0.00001727792,0.0004142743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01854417,"threshold_uncertainty_score":0.07003504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415872925980826,"score_gpt":0.3456174174635128,"score_spread":0.3114586882037046,"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."}}