{"id":"W4231983917","doi":"10.3928/1081-597x-20040901-16","title":"Proceedings of the 5th International Congress of Wavefront Sensing & Optimized Refractive Corrections. February 21-24, 2004. Whistler, British Columbia, Canada","year":2004,"lang":"en","type":"article","venue":"Journal of Refractive Surgery","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wavefront; Optometry; Whistler; Optics; Physics; Ophthalmology; Medicine; Nuclear physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008873098,0.001267158,0.001045021,0.001697534,0.001308957,0.001896898,0.0009576451,0.001105511,0.1669225],"category_scores_gemma":[0.0007137025,0.0004500617,0.0005581234,0.00126557,0.0007954244,0.000949826,0.001057325,0.001621693,0.05404795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786237,"about_ca_system_score_gemma":0.001969596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02777383,"about_ca_topic_score_gemma":0.1555551,"domain_scores_codex":[0.999663,0.00003016126,0.00001667446,0.00005096622,0.0001725384,0.00006663948],"domain_scores_gemma":[0.9992263,0.00007394764,0.00002220537,0.00003729903,0.0005128479,0.0001274546],"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":[0.0003748027,0.0001368986,0.0007635892,0.0002764642,0.00004109555,0.0001826167,0.00009498201,0.0005197836,0.003643554,0.001521883,0.6372305,0.3552139],"study_design_scores_gemma":[0.00001924525,0.00006124158,0.00236984,0.0001739681,0.0000328259,0.0003639882,0.0000778325,0.0005988111,0.001806307,0.0005729357,0.9938993,0.00002358926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01389576,0.1956185,0.04111197,0.01394592,0.05799914,0.0004145293,0.002730839,0.002258211,0.6720251],"genre_scores_gemma":[0.01717573,0.0425211,0.007804783,0.0005460966,0.002293044,0.00006850621,0.0009877429,0.0003638405,0.9282391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9722261,"threshold_uncertainty_score":0.5584112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008434297325281228,"score_gpt":0.1997773511217894,"score_spread":0.1913430537965082,"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."}}