{"id":"W2285788785","doi":"","title":"Pediatric Oral Pathology: A Retrospective Survey of 4,554 Biopsies.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health","funders":"","keywords":"Medicine; Biopsy; Pathological; Population; Oral mucosa; Oral and maxillofacial pathology; Pathology; Dentistry","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":[0.0007945342,0.0003139359,0.0003226244,0.001674047,0.000541749,0.0005823539,0.0003189599,0.0002842311,0.002078858],"category_scores_gemma":[0.002242411,0.0004770255,0.0002613266,0.002230426,0.0003478727,0.0007867271,0.0005270655,0.000287814,0.0005350707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005023276,"about_ca_system_score_gemma":0.0005959629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005015602,"about_ca_topic_score_gemma":0.008190176,"domain_scores_codex":[0.9990452,0.0001375458,0.0001836791,0.0001998823,0.0003127736,0.0001209253],"domain_scores_gemma":[0.9977106,0.0003358452,0.001338269,0.0001250245,0.0003206948,0.0001696685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000214031,0.00001173679,0.9966017,0.00002989251,0.00001310126,0.0003861748,0.0001087347,0.00001139312,0.0002532959,0.000006563002,0.0001086355,0.002447536],"study_design_scores_gemma":[0.000002784694,0.0000982294,0.992372,0.00004231738,0.00003059968,0.005337247,0.0008748298,0.00004356817,0.0002904976,0.000007168002,0.0008981001,0.000002604311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967262,0.001508843,0.000169107,0.00002344496,0.000005976461,0.00002795151,0.0009398,0.000009237407,0.000589417],"genre_scores_gemma":[0.9965874,0.001848024,0.0002988976,0.0000669748,0.0000109391,0.00003788612,0.0009670919,0.000005737425,0.0001771599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005015602,"threshold_uncertainty_score":0.009972811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677520675959005,"score_gpt":0.2822950941832186,"score_spread":0.2255198874236286,"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."}}