{"id":"W107512581","doi":"10.1016/j.oraloncology.2013.03.030","title":"OP022","year":2013,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Dysplasia; Randomized controlled trial; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008567052,0.00009033948,0.0002150702,0.00004070528,0.00005572939,0.00001650883,0.0001544088,0.0001875503,0.01276765],"category_scores_gemma":[0.00004712792,0.00007509597,0.00005876016,0.00008529544,0.00009905322,0.0001613689,0.000100929,0.0001510189,0.03451306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005311533,"about_ca_system_score_gemma":0.00003755564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005197853,"about_ca_topic_score_gemma":0.0002050094,"domain_scores_codex":[0.9992203,0.00007813783,0.0001664989,0.0001867001,0.00006924021,0.0002790867],"domain_scores_gemma":[0.9996151,0.00002585876,0.00005390656,0.0001642043,0.00005120992,0.00008972062],"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":[0.0000662668,0.0004385001,0.04791243,0.00001726397,0.00004623904,0.001258611,0.0002262781,0.000003925443,0.08668211,0.03690475,0.2043825,0.6220611],"study_design_scores_gemma":[0.0004962927,0.00034213,0.1048315,0.000001046678,0.00001105222,0.0003505887,0.00008516289,0.00001334317,0.0004107924,0.005733395,0.8875941,0.000130554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8714324,0.00004559739,0.00009080218,0.001675659,0.001817277,0.0001711554,0.000005489711,0.0001157984,0.1246458],"genre_scores_gemma":[0.9742094,0.000008574406,0.00156691,0.002011724,0.0001751399,0.00005508554,0.00001195839,0.0000131393,0.0219481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6832116,"threshold_uncertainty_score":0.9881348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053751735273309,"score_gpt":0.3236063519037779,"score_spread":0.2930688345510448,"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."}}