{"id":"W3025307436","doi":"10.1016/j.jcjo.2020.04.001","title":"Topical insulin for neurotrophic corneal ulcers","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Medicine; Insulin; Neurotrophin; Ophthalmology; Neuroscience; Internal medicine; Psychology; Receptor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007311756,0.00008492854,0.0002979613,0.00008350506,0.00004415677,0.000009948344,0.0001129904,0.0001019362,0.0006231023],"category_scores_gemma":[0.0003603188,0.00007586231,0.0001602423,0.00008972651,0.00006002927,0.00003917087,0.000005270668,0.0002673333,0.0000210823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005293607,"about_ca_system_score_gemma":0.00119374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000285194,"about_ca_topic_score_gemma":0.00002871144,"domain_scores_codex":[0.9992772,0.00003476372,0.0002587047,0.0001047746,0.0000710027,0.0002535677],"domain_scores_gemma":[0.9986699,0.00004345795,0.0000904953,0.00008978793,0.0001601854,0.0009461634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002047161,0.00007842542,0.7298581,0.0002382992,0.0004776277,0.2485712,0.001123438,0.00009833627,0.006402389,0.002944215,0.003790585,0.004370211],"study_design_scores_gemma":[0.009145446,0.01843948,0.6541864,0.000117825,0.0004665181,0.2422783,0.0005603486,0.0004648491,0.002026177,0.0007862179,0.071039,0.000489403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812692,0.0005039828,0.0001291331,0.01548299,0.0003965202,0.0001477834,0.000009527931,0.000002514596,0.002058312],"genre_scores_gemma":[0.9970237,0.000003594769,0.0007207178,0.001566965,0.0004534787,0.000001557278,0.000003030429,0.0000150714,0.0002119031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0756717,"threshold_uncertainty_score":0.6822534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492874212834964,"score_gpt":0.2800401396456962,"score_spread":0.2351113975173466,"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."}}