{"id":"W2943871924","doi":"10.15353/cjo.78.464","title":"Innovations In Eye Care","year":2016,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eye care; Optometry; Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.005401792,0.000315002,0.0003929671,0.002744239,0.001450149,0.004990431,0.0008241452,0.002343348,0.02538156],"category_scores_gemma":[0.03288946,0.0001861372,0.0005560605,0.003572143,0.00213195,0.003443982,0.002190413,0.002752857,0.001615945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002143,"about_ca_system_score_gemma":0.01376177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01710108,"about_ca_topic_score_gemma":0.01479377,"domain_scores_codex":[0.9910852,0.002428691,0.0006775453,0.0005805652,0.003938833,0.001289021],"domain_scores_gemma":[0.9786676,0.007893575,0.002334685,0.0009189631,0.006071387,0.004113758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001552973,0.0007070141,0.03054147,0.0019918,0.0001085515,0.0003297209,0.001718612,0.000790825,0.0007456889,0.375355,0.1190431,0.4685129],"study_design_scores_gemma":[0.0001156072,0.0004365741,0.08176601,0.004219355,0.00009657673,0.0007540789,0.003082251,0.001146639,0.001057686,0.06621606,0.841049,0.00006003876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07057305,0.1196852,0.00425836,0.2634361,0.01054949,0.0005431195,0.001761776,0.0002179686,0.5289749],"genre_scores_gemma":[0.8395593,0.07951757,0.005018436,0.0216489,0.006436719,0.0002508675,0.0009185603,0.00005009776,0.0465995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02538156,"threshold_uncertainty_score":0.0849098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439046228356161,"score_gpt":0.3827903093950719,"score_spread":0.3583998471115103,"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."}}