{"id":"W2166340718","doi":"10.1016/j.jcjo.2012.03.014","title":"A controlled study of amniotic membrane transplantation for acute Pseudomonas keratitis","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transplantation; Pseudomonas; Keratitis; Medicine; Microbiology; Biology; Ophthalmology; Surgery; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002645188,0.00009990772,0.0006111001,0.0002387213,0.00005639505,0.0000045832,0.00005031051,0.00006692956,0.0004136578],"category_scores_gemma":[0.00007477193,0.00007945532,0.0001588044,0.00008968435,0.00003958766,0.00008640795,0.000001333003,0.000091767,0.000002730446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006552695,"about_ca_system_score_gemma":0.0003942103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008734378,"about_ca_topic_score_gemma":0.0002049084,"domain_scores_codex":[0.9990698,0.00007992685,0.0004305823,0.00006884692,0.00009038584,0.000260495],"domain_scores_gemma":[0.9988568,0.0001913011,0.0002211885,0.00008798971,0.0001754625,0.0004672611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006406641,0.001025972,0.950846,0.00009317507,0.00300514,0.03314633,0.003214537,0.00002103204,0.001359339,0.0001424769,0.0001490571,0.0005902724],"study_design_scores_gemma":[0.03280631,0.007151027,0.6571289,0.00008195309,0.003203569,0.2972373,0.0004312491,0.00001468466,0.001676749,0.00008450867,0.00005388423,0.0001299237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971396,0.0003553648,0.00002972967,0.0001397723,0.0005846425,0.0005934102,0.00003179282,0.000001222025,0.001124433],"genre_scores_gemma":[0.9993552,0.000007804791,0.0001693004,0.00002355714,0.000125906,0.00001611271,0.00001162097,0.00001165717,0.0002788321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2937171,"threshold_uncertainty_score":0.4529263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094294270125119,"score_gpt":0.3126999125216954,"score_spread":0.2817569698204442,"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."}}