{"id":"W2174358099","doi":"","title":"Soft toric contact lens prescribing in different countries","year":2010,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Lens (geology); Optometry; Astigmatism; Medicine; Optics; Ophthalmology; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000598286,0.0002768165,0.0004998039,0.001212028,0.0002454282,0.00008322738,0.0004479399,0.0002947889,0.0003371302],"category_scores_gemma":[0.0004146199,0.0002551886,0.000169879,0.001047072,0.0001960815,0.0004610164,0.0003140689,0.002034287,0.00008149233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003961495,"about_ca_system_score_gemma":0.0004897046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002978322,"about_ca_topic_score_gemma":0.009233119,"domain_scores_codex":[0.9970281,0.0002492528,0.00027202,0.000573915,0.0009396762,0.0009370117],"domain_scores_gemma":[0.9980182,0.0004264444,0.00006991399,0.0006863197,0.0004876708,0.0003114552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001851482,0.00188593,0.7577657,0.0003093782,0.0002398362,0.005330349,0.0004116363,0.00001221316,0.06134906,0.1678144,0.0007695142,0.002260543],"study_design_scores_gemma":[0.00335101,0.000532124,0.2960196,0.000250542,0.00006137449,0.00002058672,0.0006337276,0.0005308165,0.002252843,0.0001012244,0.6959097,0.0003364855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926036,0.00005895989,0.0001361166,0.002654004,0.0002532149,0.0006672073,0.00006480413,0.0001044227,0.003457686],"genre_scores_gemma":[0.9950333,0.0001181701,0.0002606526,0.0001441172,0.0003081497,0.000002353304,0.00008414892,0.000038625,0.004010534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6951402,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05232055862788878,"score_gpt":0.3209590578763726,"score_spread":0.2686384992484838,"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."}}