{"id":"W2111348546","doi":"10.1158/0008-5472.can-06-0186","title":"Divergent Routes to Oral Cancer","year":2006,"lang":"en","type":"article","venue":"Cancer Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Cancer; Head and neck squamous-cell carcinoma; Head and neck cancer; Basal cell; Phenotype; Tissue microarray; Cancer research; Medicine; Pathology; Biology; Gene; Internal medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000352501,0.0001171352,0.0002883628,0.0001762762,0.0002288847,0.00002553899,0.0001305109,0.0000510866,0.001943284],"category_scores_gemma":[0.00005883688,0.00009229049,0.00006072188,0.0006482528,0.0001143743,0.00004401308,0.0001650193,0.0002882528,0.0002344955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006033452,"about_ca_system_score_gemma":0.0004454149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02261141,"about_ca_topic_score_gemma":0.007393843,"domain_scores_codex":[0.9980507,0.00005175116,0.0001670724,0.0003436896,0.0007214955,0.0006652355],"domain_scores_gemma":[0.999017,0.00005173747,0.00001423815,0.0002507094,0.0004238404,0.000242463],"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":[0.0004160603,0.0001380723,0.1460536,0.000145625,0.00008888487,0.00006997999,0.0005382824,0.00005631345,0.0427496,0.0005262995,0.776966,0.03225129],"study_design_scores_gemma":[0.001183242,0.0003802212,0.2186058,0.0003453959,0.00002951371,0.000002957401,0.0001893424,0.00002002048,0.04010023,0.0001766998,0.7387751,0.000191407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575654,0.009386941,0.0000148314,0.0176353,0.0004070158,0.0005683822,0.00004790586,0.00006127647,0.01431299],"genre_scores_gemma":[0.9672549,0.001357206,0.0001169406,0.0008498784,0.001106046,0.0007757313,0.000005737172,0.00002832053,0.02850526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07255218,"threshold_uncertainty_score":0.9989691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1571529683774886,"score_gpt":0.4815161179822199,"score_spread":0.3243631496047313,"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."}}