{"id":"W2093980469","doi":"10.1016/j.jcrs.2009.07.040","title":"Intrastromal corneal ring segment SK implantation for moderate to severe keratoconus","year":2009,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Keratoconus; Ophthalmology; Medicine; Corneal Diseases; Corneal topography; Cornea","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":[0.0002837126,0.0002694342,0.0004606661,0.0002490524,0.0001973167,0.000160055,0.0001747062,0.0001668161,0.0009264118],"category_scores_gemma":[0.0006547653,0.00009270659,0.0002402364,0.0001599822,0.000309602,0.0001280904,0.0001275846,0.0002054589,0.0001534705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780893,"about_ca_system_score_gemma":0.0003261692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000720823,"about_ca_topic_score_gemma":0.001888646,"domain_scores_codex":[0.9998162,0.00005180126,0.00002398426,0.00001825526,0.00005412818,0.00003564954],"domain_scores_gemma":[0.9996797,0.00006848284,0.0001343332,0.00002852273,0.00002169576,0.00006735704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06264997,0.006181448,0.4731874,0.001019081,0.0006635687,0.003569044,0.0004792098,0.001152655,0.1999378,0.0001409546,0.001356819,0.2496621],"study_design_scores_gemma":[0.00310893,0.1774616,0.7889521,0.00006617791,0.0003662456,0.01035527,0.0002126999,0.00115098,0.01564919,0.00003670805,0.002614537,0.00002550111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992551,0.0004043842,0.0001068652,0.000008039625,0.000004016005,0.00002087509,0.00002162351,0.00000926609,0.0001697697],"genre_scores_gemma":[0.9993355,0.0002339658,0.000180446,0.00002137912,0.00001730906,0.00001986306,0.00007016338,0.000001559064,0.0001197862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009264118,"threshold_uncertainty_score":0.003099144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278252981741485,"score_gpt":0.2980242649911735,"score_spread":0.2752417351737586,"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."}}