{"id":"W4416886080","doi":"10.1016/j.jcjo.2025.11.007","title":"Visual Abstract","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000350415,0.0008215006,0.0005054513,0.001447684,0.001091797,0.003507811,0.0009832568,0.001316997,0.9008592],"category_scores_gemma":[0.002325644,0.0002507166,0.0006425023,0.0008877961,0.0003595343,0.001087908,0.001555877,0.001296939,0.7600142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258183,"about_ca_system_score_gemma":0.001926235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201429,"about_ca_topic_score_gemma":0.02711274,"domain_scores_codex":[0.9996626,0.00002247723,0.00001290301,0.00005125022,0.0002057196,0.00004511301],"domain_scores_gemma":[0.9983988,0.0001399195,0.00004102119,0.0001683963,0.0008278685,0.0004239208],"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":[0.0000280764,0.00001602403,0.00006688771,0.00004563913,0.000001423155,0.00003354878,0.000006944805,0.00003128274,0.0001606503,0.001040785,0.9544826,0.04408607],"study_design_scores_gemma":[0.00001745684,0.0000103414,0.0004450537,0.00005496421,0.00000199024,0.00005057888,0.00002980806,0.00006809315,0.0001500771,0.001094085,0.9980726,0.00000477339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003455807,0.0003857587,0.001003067,0.002397662,0.006602833,0.0001808099,0.005407596,0.001703887,0.9819728],"genre_scores_gemma":[0.001511876,0.0002272242,0.0003759406,0.0009112625,0.0007252411,0.00004140121,0.002118866,0.0003950533,0.9936932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09914082,"threshold_uncertainty_score":0.1414124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251853426868975,"score_gpt":0.2546540708497842,"score_spread":0.2121355365810945,"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."}}