{"id":"W4296433178","doi":"10.1097/dad.0000000000002251","title":"Unruly Hair With Irregular Cross Sections: Challenge","year":2022,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority","funders":"","keywords":"Medicine; Library science; Family medicine; Computer science","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":[0.001863136,0.0006983119,0.0006469924,0.001108716,0.00119625,0.001791638,0.0007779096,0.002352657,0.007362347],"category_scores_gemma":[0.004475774,0.0004901343,0.0004947013,0.0005787776,0.001409269,0.002086565,0.00137008,0.002872557,0.003991963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006542999,"about_ca_system_score_gemma":0.0005017244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175981,"about_ca_topic_score_gemma":0.002012854,"domain_scores_codex":[0.9989619,0.0002320419,0.00005606174,0.0002085606,0.0003586311,0.0001826583],"domain_scores_gemma":[0.9983571,0.0005778694,0.0001819289,0.0002830447,0.0003283557,0.0002716291],"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":[0.00169647,0.001227374,0.03607544,0.001204319,0.0001660454,0.4866384,0.002201234,0.001392788,0.07083469,0.0179248,0.1010444,0.279594],"study_design_scores_gemma":[0.0001080749,0.0008737769,0.01253011,0.0006503491,0.00007837831,0.8239869,0.002868804,0.003906235,0.01193192,0.008522966,0.1344872,0.00005515071],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6656179,0.04753073,0.05591882,0.07058615,0.01240253,0.00144163,0.001216681,0.001298005,0.1439875],"genre_scores_gemma":[0.9262936,0.01403689,0.01992429,0.01370201,0.003250915,0.0001407015,0.0005245823,0.0002980474,0.02182893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007362347,"threshold_uncertainty_score":0.02462947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005547319290317678,"score_gpt":0.2571249551323337,"score_spread":0.2515776358420161,"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."}}