{"id":"W4317931712","doi":"10.5114/ko.2023.124062","title":"Present knowledge of modern technology and virtualcomputer reality to assess the angle of strabismus","year":2023,"lang":"en","type":"article","venue":"Klinika Oczna","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Strabismus; Medicine; Computer science; Artificial intelligence; Anatomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003101041,0.00008539092,0.0002666598,0.0001972243,0.0000354431,0.00000213579,0.000126831,0.0001401307,0.0000186423],"category_scores_gemma":[0.0001055123,0.0000600163,0.0000489461,0.000517019,0.0002232784,0.000020386,0.0001517537,0.0001421737,0.00001881518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006426819,"about_ca_system_score_gemma":0.00005072555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000221648,"about_ca_topic_score_gemma":0.000008672806,"domain_scores_codex":[0.9992767,0.00004986674,0.0002304926,0.0001905484,0.00008317429,0.0001692391],"domain_scores_gemma":[0.9992777,0.0001565967,0.00005735234,0.0003632708,0.0000949059,0.00005024442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001748315,0.002828458,0.4656788,0.001867242,0.00115951,0.0002035522,0.01692295,0.0007036637,0.03277234,0.03416099,0.03297577,0.4089785],"study_design_scores_gemma":[0.002350743,0.001876113,0.9391474,0.0002179467,0.0001875441,0.000164675,0.002398619,0.006386819,0.01172219,0.02816784,0.007113455,0.0002667272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990244,0.0003506336,0.0003669459,0.004526355,0.0001279681,0.000292546,0.00001358494,0.00005301046,0.004024949],"genre_scores_gemma":[0.9989914,0.00002495834,0.0001894057,0.00005768697,0.00004096784,0.00001535554,0.000008519679,0.000009935684,0.0006617344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4734686,"threshold_uncertainty_score":0.2447394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07689396682287404,"score_gpt":0.3754424546652323,"score_spread":0.2985484878423583,"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."}}