{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002589511,0.0004720996,0.0005005265,0.001646757,0.0003999246,0.0009833613,0.0005337844,0.0004476688,0.002575513],"category_scores_gemma":[0.005515087,0.0001939104,0.0005075464,0.001934885,0.0003012918,0.001039977,0.0007745554,0.0003675344,0.0004604138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005094016,"about_ca_system_score_gemma":0.0004046454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575065,"about_ca_topic_score_gemma":0.002682941,"domain_scores_codex":[0.9979207,0.0007780605,0.0002824179,0.0003940543,0.0004126927,0.000212085],"domain_scores_gemma":[0.9891546,0.001159618,0.007769451,0.0004615454,0.0007618075,0.0006929229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000910392,0.00007607375,0.9929264,0.00007200513,0.0002961199,0.0000949387,0.00007317023,0.00004082359,0.0002605942,0.00004714571,0.0006780425,0.004524241],"study_design_scores_gemma":[0.0001448273,0.0006182247,0.9967285,0.00005137269,0.0001648716,0.0006774528,0.0002111491,0.0001241772,0.0001737566,0.00002647331,0.001066784,0.0000124242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933428,0.002319881,0.0001745036,0.0001409125,0.00001790202,0.00005744608,0.002360112,0.000009193469,0.001577253],"genre_scores_gemma":[0.9963478,0.0003918076,0.0001944706,0.00008169396,0.00006678376,0.00008033366,0.002541381,0.000007619177,0.0002881216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002589511,"threshold_uncertainty_score":0.01369482,"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."}}