{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002785494,0.0001037885,0.0004395476,0.001080898,0.0007880552,0.002198183,0.0006415589,0.0009330528,0.005318089],"category_scores_gemma":[0.0135487,0.0002129442,0.0002786939,0.001118896,0.001141642,0.001670777,0.0009687491,0.00101215,0.000580706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054981,"about_ca_system_score_gemma":0.004619271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03935985,"about_ca_topic_score_gemma":0.0395449,"domain_scores_codex":[0.9979752,0.0004007279,0.0001244597,0.0001689851,0.001046799,0.0002839103],"domain_scores_gemma":[0.991548,0.003222932,0.002274793,0.0002232366,0.001734509,0.0009965167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001126932,0.0004886658,0.5907004,0.004360489,0.0001768172,0.001388367,0.01261381,0.0002068171,0.001795366,0.001197562,0.01473828,0.3722207],"study_design_scores_gemma":[0.00002625974,0.000513623,0.9279537,0.00537541,0.0002033299,0.002553362,0.02846433,0.0002803,0.0004207641,0.001798967,0.0323718,0.00003810587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8406279,0.03433932,0.001034166,0.06902309,0.0004559898,0.0001627759,0.0006679526,0.00005400096,0.05363491],"genre_scores_gemma":[0.9846827,0.00879566,0.0003511615,0.004315529,0.0001400913,0.00002025537,0.000155305,0.00000420927,0.001535196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03935985,"threshold_uncertainty_score":0.07826155,"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."}}