{"id":"W4381114418","doi":"","title":"Oral Cancer Screening and its Implementation in Pakistan","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Medicine; Traditional medicine; Internal medicine","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":[0.002833851,0.0002340225,0.0001852902,0.0009509914,0.001316306,0.001706232,0.000858881,0.000923335,0.008862354],"category_scores_gemma":[0.004090989,0.0003507797,0.0002985115,0.001291633,0.0008695261,0.001021826,0.002101782,0.001454523,0.0007627676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004686373,"about_ca_system_score_gemma":0.03256415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05715387,"about_ca_topic_score_gemma":0.03529764,"domain_scores_codex":[0.9985644,0.0002941618,0.0001068379,0.0001002817,0.0004934686,0.0004407879],"domain_scores_gemma":[0.9971233,0.0003554526,0.0002828265,0.00008579309,0.000884436,0.001268212],"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":[0.0008380481,0.00205731,0.2274545,0.002493168,0.00007472383,0.003306125,0.007002211,0.0007097251,0.003079814,0.01923339,0.03848047,0.6952705],"study_design_scores_gemma":[0.0003687326,0.002027765,0.6080148,0.002313156,0.0001645574,0.002962319,0.01725148,0.001381727,0.002562718,0.003178905,0.359608,0.0001658673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7457736,0.0216452,0.002317477,0.09502529,0.001689642,0.001696911,0.002395545,0.0002949228,0.1291615],"genre_scores_gemma":[0.9582779,0.01769451,0.002685328,0.008728477,0.0002924061,0.0003452823,0.0005804446,0.00002428432,0.01137129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05715387,"threshold_uncertainty_score":0.1136424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4381072940285438,"score_gpt":0.6555722281961296,"score_spread":0.2174649341675858,"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."}}