{"id":"W2331666744","doi":"10.1542/pir.33-11-e72","title":"Visual Diagnosis: Abnormal Nails in an Infant","year":2012,"lang":"en","type":"article","venue":"Pediatrics in Review","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Pediatrics","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":[0.0003020289,0.001416064,0.0006362904,0.002118113,0.0008187895,0.000790572,0.0009060501,0.001891527,0.003555535],"category_scores_gemma":[0.00385421,0.0004859708,0.0003429266,0.000691251,0.0006241489,0.0008975206,0.0007978893,0.002851824,0.0009760309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008046397,"about_ca_system_score_gemma":0.0005457719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004087167,"about_ca_topic_score_gemma":0.00430958,"domain_scores_codex":[0.9993938,0.00007379615,0.0000475702,0.0001265084,0.0001941644,0.0001640772],"domain_scores_gemma":[0.9990752,0.000244629,0.000165753,0.00005020743,0.0001261327,0.0003380262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003130585,0.00003210092,0.009488991,0.00003006803,0.00000475514,0.9833614,0.00007915165,0.00003674784,0.0009736266,0.0001660232,0.0020626,0.003733219],"study_design_scores_gemma":[0.000005155832,0.00006132603,0.007256522,0.00003608474,0.000005779756,0.9912595,0.00006355007,0.0001419774,0.0002576664,0.00009873976,0.0008060376,0.000007536095],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8841253,0.01481566,0.008036977,0.01595689,0.003079067,0.0003897407,0.001022979,0.001008324,0.07156515],"genre_scores_gemma":[0.9876013,0.002769013,0.002652997,0.002002942,0.0008938768,0.00002883723,0.0001773589,0.00005873673,0.003814833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004087167,"threshold_uncertainty_score":0.01189446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562715666368311,"score_gpt":0.3595807453382242,"score_spread":0.3339535886745411,"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."}}