{"id":"W3083742534","doi":"10.1158/1538-7445.am2020-5774","title":"Abstract 5774: Indo-Canadian parternship for oral cancer screening in rural India","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cancer; Socioeconomic status; Family medicine; Environmental health; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001188633,0.0002951177,0.0002076775,0.0007764869,0.006229417,0.001348658,0.001591349,0.00044875,0.01629528],"category_scores_gemma":[0.002023737,0.0004120108,0.000306331,0.001036256,0.0006637723,0.0002766921,0.001602071,0.0008600659,0.001622219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008428812,"about_ca_system_score_gemma":0.03481422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8901733,"about_ca_topic_score_gemma":0.9512089,"domain_scores_codex":[0.9988357,0.0002048205,0.00004132163,0.0001132723,0.0004152043,0.000389608],"domain_scores_gemma":[0.9971699,0.0001749363,0.0001925421,0.00008461723,0.001063511,0.001314401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005836808,0.001796583,0.7030951,0.00126367,0.00006872127,0.004979636,0.02967854,0.0002108457,0.008959567,0.001489499,0.09250232,0.1553718],"study_design_scores_gemma":[0.0001230711,0.0009988487,0.8066027,0.0006577998,0.0001098712,0.002561529,0.09595867,0.0004563804,0.001370597,0.0002030432,0.09081807,0.0001394228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302273,0.001646373,0.0005994585,0.007674432,0.000222132,0.00197563,0.005020279,0.0001827936,0.05245166],"genre_scores_gemma":[0.9546976,0.002454271,0.003765511,0.003815559,0.0000666185,0.0006552232,0.001758898,0.00005166011,0.03273467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1098267,"threshold_uncertainty_score":0.2209469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3281924301034835,"score_gpt":0.5141447116891581,"score_spread":0.1859522815856746,"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."}}