{"id":"W2329376655","doi":"10.1097/opx.0000000000000535","title":"“Myopia, Corneas, Refractive Errors and Vision”","year":2015,"lang":"en","type":"editorial","venue":"Optometry and Vision Science","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthokeratology; Optometry; Refractive error; Medicine; Confidence interval; Perspective (graphical); Ophthalmology; Contact lens; Clinical Practice; Psychology; Cornea; Eye disease; Computer science; Family medicine; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001573419,0.0003648662,0.0004446166,0.0004863572,0.0007577988,0.0003550783,0.0005100561,0.0002205286,0.0002247277],"category_scores_gemma":[0.0002076467,0.0003190599,0.00005011844,0.0008384424,0.00113514,0.0009681487,0.0005564398,0.000715812,0.00008749791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001239464,"about_ca_system_score_gemma":0.0008663615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000298511,"about_ca_topic_score_gemma":2.770994e-7,"domain_scores_codex":[0.9969562,0.00006457268,0.000351394,0.001026231,0.001153582,0.0004479701],"domain_scores_gemma":[0.9980261,0.0003439497,0.0003053156,0.0004099556,0.0004288628,0.0004858437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006205196,0.00009700107,0.002782608,0.00003213016,0.00002603086,0.000002101785,0.0004461956,0.00000158849,0.0000726927,0.0002462756,0.8977658,0.09846557],"study_design_scores_gemma":[0.0005256839,0.0001652143,0.001598945,0.0001553706,0.00002024683,6.241762e-7,0.000346495,0.00003723359,0.00005829944,0.0002848852,0.9964061,0.0004008919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.04878275,0.0007426289,0.006037336,0.00007871568,0.8751866,0.0005650287,0.000417024,0.00008192566,0.06810803],"genre_scores_gemma":[0.4557945,0.00009607029,0.02655287,0.00009880587,0.4874279,0.00008135947,0.0004124769,0.0001177033,0.02941828],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4070117,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009175250593185823,"score_gpt":0.4007414254114915,"score_spread":0.3915661748183057,"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."}}