{"id":"W2782005768","doi":"10.1136/bjophthalmol-2017-310962","title":"Avoiding big bubble complications: outcomes of layer-by-layer deep anterior lamellar keratoplasty in children","year":2018,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Layer (electronics); Ophthalmology; Bubble; Lamellar structure; Optometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005801063,0.0001236247,0.0006170681,0.0001942443,0.00009494553,0.00001868473,0.0001475015,0.0001270244,0.000316284],"category_scores_gemma":[0.0004980284,0.0001305642,0.0001612749,0.0002374563,0.0001898137,0.00009028952,0.000048294,0.0003911663,0.00001398237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003548451,"about_ca_system_score_gemma":0.00008964183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002846326,"about_ca_topic_score_gemma":0.00001358336,"domain_scores_codex":[0.9984788,0.0001759573,0.0007368474,0.0001703125,0.000177698,0.0002603616],"domain_scores_gemma":[0.9989304,0.0001899772,0.000368863,0.0001410148,0.0002465841,0.0001231676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001659935,0.0004430556,0.9787713,0.00002031417,0.0001103806,0.0009764301,0.0000605149,0.000002874492,0.006488346,0.00001517891,0.0004741012,0.01247155],"study_design_scores_gemma":[0.001507963,0.0004312723,0.8668583,0.0002538387,0.00003668415,0.1284492,0.00008415621,0.00001491944,0.001897206,0.0001692883,0.0001978932,0.00009929691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942002,0.003330361,0.0001745767,0.0003103924,0.0002288601,0.0001513696,0.00001845052,0.00000656552,0.001579213],"genre_scores_gemma":[0.9988805,0.0003449332,0.0003475521,0.0001866099,0.0001131997,0.000003605344,0.000007896211,0.00001799287,0.00009767916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274728,"threshold_uncertainty_score":0.5324253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513950064677978,"score_gpt":0.2945648681608845,"score_spread":0.2694253675141047,"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."}}