{"id":"W2164796946","doi":"","title":"The participation of Ontario oral and maxillofacial surgeons in oral, lip and oropharyngeal cancer.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Head and neck cancer; Cancer; Oral and maxillofacial surgery; Rehabilitation; Stage (stratigraphy); Dentistry; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009209978,0.0001816625,0.000120771,0.0009217098,0.001645546,0.000615312,0.0006994464,0.0004100714,0.006743322],"category_scores_gemma":[0.003903208,0.0002214324,0.0002662907,0.001791605,0.0005935367,0.0003097196,0.00105861,0.0003623401,0.00053934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008381254,"about_ca_system_score_gemma":0.01824112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8726734,"about_ca_topic_score_gemma":0.9375201,"domain_scores_codex":[0.9983385,0.0001979134,0.0001063046,0.0001088627,0.0007438726,0.0005045919],"domain_scores_gemma":[0.9955584,0.0003418355,0.001789459,0.00007709683,0.0007833237,0.001449927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005203041,0.00004089655,0.9738387,0.0001552294,0.00001401217,0.0001466228,0.00446405,0.00003828386,0.0002814731,0.00007739109,0.004907923,0.01598339],"study_design_scores_gemma":[0.000003972164,0.00002248289,0.9922472,0.00004561884,0.000004950162,0.00007629095,0.003488314,0.00003548085,0.000029886,0.000009050107,0.004032212,0.00000445581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801425,0.000811735,0.00007837011,0.003121596,0.00003839299,0.0001394076,0.002888983,0.00001025461,0.01276871],"genre_scores_gemma":[0.9948654,0.0007646844,0.0001655002,0.0003569469,0.00001747328,0.00006203126,0.0007572661,0.000004415241,0.003006354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273266,"threshold_uncertainty_score":0.2561529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066628277780303,"score_gpt":0.4712310993467209,"score_spread":0.2645682715686906,"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."}}