{"id":"W1544284103","doi":"10.4103/0973-1482.92216","title":"Effective strategies for oral cancer control in India","year":2012,"lang":"en","type":"editorial","venue":"Journal of Cancer Research and Therapeutics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Oncology; Traditional medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001956938,0.0002437517,0.001115009,0.0004364429,0.0001136842,0.00007520598,0.0001514024,0.0004528628,0.00003089153],"category_scores_gemma":[0.0001456414,0.0001687907,0.0001439949,0.0002394333,0.0002734958,0.0001639218,0.00003351958,0.00211589,6.266511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006372132,"about_ca_system_score_gemma":0.003516388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004157894,"about_ca_topic_score_gemma":0.0008375931,"domain_scores_codex":[0.997332,0.0001859541,0.0004820374,0.0001928725,0.001129182,0.0006779257],"domain_scores_gemma":[0.995822,0.001680804,0.0002726419,0.0001240356,0.001871374,0.0002291855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02076051,0.0005321323,0.01607489,0.002458921,0.004353262,0.00009747328,0.003142545,0.000004984774,0.001732649,0.0002076903,0.8069147,0.1437202],"study_design_scores_gemma":[0.009229901,0.003768049,0.006183308,0.001587027,0.0003802284,0.000005790784,0.0005310608,0.00001138678,0.0001611111,0.001004878,0.9769644,0.0001729275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03200561,0.4591897,0.0001062967,0.002935336,0.5013194,0.00296084,0.0006672728,0.00001348944,0.0008021124],"genre_scores_gemma":[0.2389111,0.1173316,0.0000513888,0.0002937962,0.6423829,0.0005363314,0.000008281718,0.00007886552,0.0004056579],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.341858,"threshold_uncertainty_score":0.9192607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07088438383228528,"score_gpt":0.4825562876043838,"score_spread":0.4116719037720985,"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."}}