{"id":"W2334154076","doi":"10.1111/j.1755-3768.2010.4231.x","title":"Boston Type 1 KPro ‐ Multicenter study outcomes","year":2010,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Visual acuity; Etiology; Ophthalmology; Keratoprosthesis; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001348496,0.0001728327,0.0003110639,0.00003882164,0.00008872485,0.00001570378,0.00009895974,0.0001047213,0.002535529],"category_scores_gemma":[0.0003019754,0.0001083835,0.00009589432,0.0001280722,0.00004382417,0.00005967756,0.00007850398,0.0002832513,0.0003893734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001728606,"about_ca_system_score_gemma":0.00002489014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006597162,"about_ca_topic_score_gemma":0.000005048996,"domain_scores_codex":[0.9990509,0.00003827025,0.0001860372,0.0003006827,0.0001727714,0.0002513012],"domain_scores_gemma":[0.9991507,0.0001441929,0.00005756308,0.0004421007,0.00006745804,0.0001380066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003133679,0.002539727,0.990413,0.000005178678,0.00012404,0.001587015,0.00009683124,3.211912e-8,0.003450771,0.000007584697,0.0002436874,0.001218775],"study_design_scores_gemma":[0.001187178,0.001134672,0.9943423,0.000005179695,0.00009686628,0.0002711572,0.00008291923,0.000003138194,0.0004636924,0.00003216973,0.00227373,0.0001070156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855556,0.00001561814,1.023696e-7,0.0005493701,0.0007203399,0.0006078102,0.000003336064,0.00008104477,0.01246676],"genre_scores_gemma":[0.9956319,0.000002626955,0.0001871287,0.0002285192,0.00005998926,0.00003310327,0.00001776623,0.00001503119,0.003823876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01007634,"threshold_uncertainty_score":0.9983763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05086872100905553,"score_gpt":0.3436019963342308,"score_spread":0.2927332753251752,"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."}}