{"id":"W2053745025","doi":"10.1590/s0004-27492012000600003","title":"Corneal stromal dystrophies: a clinical pathologic study","year":2012,"lang":"en","type":"article","venue":"Arquivos Brasileiros de Oftalmologia","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Corneal dystrophy; Medicine; Dystrophy; Ophthalmology; Stromal cell; Cornea; Corneal disease; Pathology","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":[0.0003542869,0.0003885594,0.0002359081,0.002766798,0.0005445051,0.0004920259,0.00025037,0.0002751075,0.002904244],"category_scores_gemma":[0.000751543,0.0002092449,0.0001687483,0.001365417,0.0005476938,0.0004056333,0.0005301519,0.000152083,0.0005686193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485719,"about_ca_system_score_gemma":0.0005583067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556079,"about_ca_topic_score_gemma":0.004089487,"domain_scores_codex":[0.9997496,0.00002944984,0.0000363613,0.00004469357,0.0000697104,0.00007014321],"domain_scores_gemma":[0.9994975,0.00007819598,0.000132888,0.00002751778,0.0001336695,0.0001302114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001561931,0.00007185967,0.9717091,0.00006076411,0.00001737416,0.01695882,0.0002843832,0.00003945426,0.004857289,0.00004073378,0.0003113296,0.005492662],"study_design_scores_gemma":[0.00001732106,0.000379033,0.9152544,0.00003546865,0.00002525651,0.08082066,0.0007662043,0.0001460575,0.0008798745,0.00004545478,0.00162228,0.000007925757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972352,0.0007454066,0.0001146885,0.00002452328,0.000005464196,0.00004190945,0.0003028852,0.00000959,0.001520206],"genre_scores_gemma":[0.9983341,0.0005655499,0.000225679,0.00002262169,0.0000183235,0.00002005251,0.0004520754,0.000002004481,0.0003595807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003556079,"threshold_uncertainty_score":0.009715617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08740679695502447,"score_gpt":0.3905282755559015,"score_spread":0.303121478600877,"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."}}