{"id":"W1889963802","doi":"","title":"Paying more than lip service to lip lesions.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Leukoplakia; Dermatology; Etiology; MEDLINE; Randomized controlled trial; Population; Dentistry; Surgery; Pathology; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0002294242,0.0001509565,0.000259745,0.00009064585,0.0001030267,0.00001697624,0.00009596576,0.00005645319,0.00004797165],"category_scores_gemma":[0.0003146706,0.0001273664,0.00005622867,0.0004277116,0.0000237053,0.00005038959,0.00007113435,0.0001353671,0.0001156236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366718,"about_ca_system_score_gemma":0.00004385308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009657879,"about_ca_topic_score_gemma":0.0001028773,"domain_scores_codex":[0.9988075,0.00003094902,0.000174149,0.0002904482,0.0002205459,0.0004763305],"domain_scores_gemma":[0.9991519,0.00006674435,0.00003909626,0.000371345,0.0000888728,0.0002820483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001882847,0.0002121911,0.7993368,0.0002980342,0.0002784135,0.0001617728,0.002970995,0.00001297062,0.0001728815,0.0007046105,0.04425947,0.1514036],"study_design_scores_gemma":[0.0006066319,0.00002065472,0.8769831,0.0000298216,0.00005237119,0.0000393486,0.0004146489,0.000001780549,0.001908056,0.00005532014,0.1197496,0.0001386846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242171,0.000988236,0.00007840405,0.02044804,0.0007910016,0.001536551,0.000007089479,0.0001340928,0.05179946],"genre_scores_gemma":[0.9849931,0.00004738758,0.001020082,0.00850932,0.0002644306,0.001600945,0.000003063328,0.00003466815,0.003526989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1512649,"threshold_uncertainty_score":0.519385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499116414923451,"score_gpt":0.2705056110755855,"score_spread":0.2255144469263509,"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."}}