{"id":"W2944601293","doi":"10.15353/cjo.80.270","title":"Innovations and Emerging Therapies in Glaucoma","year":2018,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glaucoma; Medicine; Ophthalmology; Intraocular pressure; Blindness; Optic nerve; Optometry; Optic neuropathy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.001501862,0.0003911667,0.00097518,0.01197601,0.0003861533,0.0002126738,0.0005305058,0.0002938585,0.0008951626],"category_scores_gemma":[0.0007726998,0.0003488527,0.0002836757,0.00496122,0.0007786294,0.0005855175,0.00001771735,0.001286897,0.00001675115],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007397954,"about_ca_system_score_gemma":0.006032849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004223289,"about_ca_topic_score_gemma":0.007513158,"domain_scores_codex":[0.9964683,0.0001300757,0.001537359,0.0002440952,0.000583078,0.001037071],"domain_scores_gemma":[0.9934637,0.0001432531,0.000900361,0.0002820189,0.001905724,0.003304969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008678846,0.00003253428,0.9890096,0.00006901976,0.000294666,0.001683266,0.001536487,0.000001732135,0.0003454486,0.00003126026,0.004511091,0.002398075],"study_design_scores_gemma":[0.002267042,0.0007705518,0.9711568,0.0007874302,0.0001466517,0.007415916,0.003532774,0.00003770092,0.0002124355,0.0000221057,0.01332442,0.0003261367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806879,0.007240987,0.0002421862,0.00832418,0.001301377,0.000189948,0.00002968622,0.000004623741,0.0019791],"genre_scores_gemma":[0.9951852,0.0002583129,0.002368304,0.001106839,0.0007636198,0.000001115804,0.000004311783,0.00006745631,0.0002448378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01785279,"threshold_uncertainty_score":0.9998963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076158472222537,"score_gpt":0.3038703595836401,"score_spread":0.2931087748614147,"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."}}