{"id":"W4236668196","doi":"10.1038/sj.modpathol.3800890","title":"Oral","year":2006,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Pathology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000401921,0.00067687,0.0004287891,0.001230485,0.001731769,0.00385161,0.0008380093,0.001604476,0.6005634],"category_scores_gemma":[0.001297078,0.0002745107,0.0005086942,0.0006268725,0.0006915771,0.001433925,0.002216059,0.001738216,0.3515175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000631752,"about_ca_system_score_gemma":0.001393518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683227,"about_ca_topic_score_gemma":0.003315703,"domain_scores_codex":[0.9996125,0.00002981172,0.0000208013,0.00006550543,0.0002162998,0.000055053],"domain_scores_gemma":[0.9996606,0.00003878842,0.00002347312,0.00008021244,0.0001401248,0.00005675224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001433506,0.0001184994,0.0005215187,0.0005339093,0.00001158261,0.0008840804,0.0004925809,0.00005047995,0.0103771,0.01482712,0.4126094,0.5594304],"study_design_scores_gemma":[0.000008786253,0.00001750861,0.000647842,0.0001081081,0.000006712297,0.0006754274,0.0002271816,0.00002281879,0.001065654,0.001463906,0.9957503,0.000005658826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003119218,0.004258236,0.002390391,0.003009518,0.004080334,0.0001656897,0.001528451,0.0007653908,0.9806827],"genre_scores_gemma":[0.008761668,0.002533731,0.001665233,0.001518463,0.0007097066,0.00007741684,0.000859623,0.0002348728,0.9836393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3994366,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646024389370643,"score_gpt":0.276878157297002,"score_spread":0.2604179134032956,"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."}}