{"id":"W2565519306","doi":"","title":"Integration of new technology into a high-risk underserved community: Pilot studies within an oral cancer screening clinic.","year":2006,"lang":"en","type":"article","venue":"Cancer Epidemiology and Prevention Biomarkers","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Triage; Cancer; Intervention (counseling); Disease; Family medicine; Medical emergency; Pathology; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004555685,0.0008731426,0.0006065866,0.001075394,0.004767565,0.00128539,0.001366752,0.001283837,0.005632396],"category_scores_gemma":[0.006307099,0.001044166,0.0007020071,0.000708239,0.001722046,0.0010987,0.002521977,0.001868793,0.0008592198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079776,"about_ca_system_score_gemma":0.008963034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05049383,"about_ca_topic_score_gemma":0.1226015,"domain_scores_codex":[0.9948323,0.002570114,0.0001483213,0.0003863903,0.0007551578,0.001307662],"domain_scores_gemma":[0.9933721,0.001370849,0.0004425261,0.0003570208,0.001176233,0.00328126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.01648414,0.5023538,0.2349615,0.001366347,0.0002404239,0.005928201,0.05238757,0.0008622303,0.02263493,0.0003739718,0.003721559,0.1586854],"study_design_scores_gemma":[0.009888235,0.4885516,0.4245119,0.0001896505,0.0003700331,0.001403797,0.06212591,0.002445331,0.004255711,0.0003680755,0.005680077,0.0002096839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965295,0.00003113029,0.0001566565,0.0001306315,0.00000996755,0.002538644,0.00005529773,0.00001184551,0.0005363935],"genre_scores_gemma":[0.9889336,0.0002546778,0.003630283,0.0006262262,0.00004573023,0.004571229,0.0002103595,0.00001456561,0.001713415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05049383,"threshold_uncertainty_score":0.1003999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2733358558356336,"score_gpt":0.480709253562049,"score_spread":0.2073733977264153,"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."}}