{"id":"W2625330287","doi":"10.1186/s40662-017-0081-y","title":"Visual outcomes 24 months after LaserACE","year":2017,"lang":"en","type":"article","venue":"Eye and Vision","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009084257,0.00006760588,0.0001457391,0.00002411397,0.0001145258,0.00004354711,0.00002718244,0.00003993567,0.00009502432],"category_scores_gemma":[0.00006622045,0.00004318867,0.00005812289,0.000008909164,0.0000342953,0.00009233366,0.00005878737,0.00006334518,0.00007485177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000370712,"about_ca_system_score_gemma":0.000008224421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002960189,"about_ca_topic_score_gemma":0.000004465687,"domain_scores_codex":[0.9995851,0.000008643349,0.00007725497,0.000122974,0.0001091122,0.0000969336],"domain_scores_gemma":[0.9996591,0.00001726086,0.00003253294,0.0001905831,0.00001998213,0.00008049612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002586916,0.00006894263,0.9475009,0.00003895781,0.0000171472,0.00021076,0.00007041774,2.829769e-8,0.001681468,0.00001528586,0.002223179,0.04791421],"study_design_scores_gemma":[0.0004233971,0.0001261763,0.9549479,0.00008142989,0.0000239116,0.000005705406,0.00001471608,0.00006624035,0.001227885,0.0000361249,0.04298852,0.00005802808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950642,0.0003177317,0.00002314058,0.002350705,0.0002076797,0.00007328166,0.000001182067,0.00001613137,0.001945973],"genre_scores_gemma":[0.9886424,0.0001121668,0.0000849826,0.000519517,0.00009699925,0.000004234117,0.000003262602,0.000006953687,0.01052951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04785619,"threshold_uncertainty_score":0.1761183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273628898593707,"score_gpt":0.3659337346871964,"score_spread":0.3531974457012593,"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."}}