{"id":"W1906173285","doi":"10.1111/idh.12172","title":"Oral cancer screening: knowledge is not enough","year":2015,"lang":"en","type":"article","venue":"International Journal of Dental Hygiene","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Prevent Cancer Foundation","keywords":"Medicine; Family medicine; Cancer; Descriptive statistics; Oral Cancers; Dental practice; Oral health; Thematic analysis; Oral examination; Dentistry; Qualitative research","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":[0.0002037212,0.0001055438,0.0002782653,0.0001668966,0.00002649741,0.00002404666,0.0002111416,0.00004027386,0.0002232939],"category_scores_gemma":[0.00009131251,0.00008216997,0.0001481138,0.00009664167,0.00005712268,0.0001836929,0.00008901841,0.0001816613,0.00004986142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002946116,"about_ca_system_score_gemma":0.000277447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000898821,"about_ca_topic_score_gemma":0.00005843942,"domain_scores_codex":[0.9987016,0.00001786127,0.0003554421,0.0001037303,0.0006788402,0.0001425828],"domain_scores_gemma":[0.9984905,0.00002591632,0.0001734353,0.00006779606,0.001026692,0.0002156401],"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":[0.006056622,0.001565857,0.3517079,0.00004799306,0.003066393,0.002095155,0.00905035,0.00005686992,0.01155929,0.0005269872,0.2264926,0.387774],"study_design_scores_gemma":[0.01643816,0.002053267,0.1547369,0.001316862,0.0003127081,0.004377147,0.002693502,0.0004455912,0.09017402,0.0002079532,0.7268528,0.0003911782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718735,0.00432527,0.0002359627,0.01083468,0.003470503,0.00006911657,0.00002906509,0.00001393011,0.009147962],"genre_scores_gemma":[0.9933363,0.0003451271,0.001087775,0.001459496,0.001320294,0.000002766567,0.000002816941,0.00001344115,0.002431977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5003601,"threshold_uncertainty_score":0.3350794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09563953226673452,"score_gpt":0.4057567147554733,"score_spread":0.3101171824887388,"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."}}