{"id":"W107512581","doi":"10.1016/j.oraloncology.2013.03.030","title":"OP022","year":2013,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Dysplasia; Randomized controlled trial; Surgery; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004243175,0.0008993461,0.0005533756,0.001600208,0.001177411,0.002545331,0.001126029,0.001908319,0.7514141],"category_scores_gemma":[0.001175305,0.0002987028,0.000535342,0.0009039333,0.0004005152,0.0006374104,0.001405839,0.001369655,0.6388316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885752,"about_ca_system_score_gemma":0.00133838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571012,"about_ca_topic_score_gemma":0.002434314,"domain_scores_codex":[0.9995278,0.00003744252,0.00002192206,0.00009769026,0.0002368648,0.00007822162],"domain_scores_gemma":[0.9992786,0.00007083148,0.00003351427,0.00009793031,0.0002769982,0.0002421726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003439184,0.0002917791,0.001013999,0.0003229333,0.00002872739,0.001014236,0.00006069131,0.0001454338,0.01694049,0.00974456,0.5035769,0.4665162],"study_design_scores_gemma":[0.00004186323,0.00007178232,0.001290286,0.00005790755,0.00001155125,0.001022543,0.00002231471,0.0001053913,0.002544289,0.000826469,0.9939991,0.000006488465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001959605,0.001229128,0.001362743,0.001352742,0.001168429,0.0001358656,0.002603204,0.001029109,0.9891592],"genre_scores_gemma":[0.005335467,0.0004892298,0.0009626485,0.0005948549,0.0002061891,0.00006254334,0.00215754,0.0002150583,0.9899766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2485859,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053751735273309,"score_gpt":0.3236063519037779,"score_spread":0.2930688345510448,"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."}}