{"id":"W4210594634","doi":"10.1016/j.jcjo.2022.01.016","title":"Perspectives of eye care providers on potential population eye health initiatives in Nova Scotia","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Nova scotia; Nova (rocket); Eye care; Optometry; Health care; Population; Medicine; Political science; Geography; Environmental health; Engineering; Aeronautics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008159506,0.0003397247,0.001340714,0.002882894,0.0001708269,0.00001252637,0.0003551434,0.0008095553,0.005363342],"category_scores_gemma":[0.0004942252,0.0003352589,0.0002865536,0.0005188925,0.0004139126,0.0001265825,0.00003478521,0.005127337,0.00001202214],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219905,"about_ca_system_score_gemma":0.009864816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04586678,"about_ca_topic_score_gemma":0.0009059568,"domain_scores_codex":[0.99563,0.001303277,0.001138233,0.0004399382,0.0005421166,0.0009464863],"domain_scores_gemma":[0.9973918,0.0002068278,0.0009831026,0.0003287733,0.0005288433,0.000560618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001929468,0.000261887,0.6430215,0.003500745,0.0003881415,0.2959814,0.01120116,0.0001671627,0.000007467067,0.000101665,0.04305918,0.0003802205],"study_design_scores_gemma":[0.002591913,0.01978655,0.8857872,0.00114098,0.00008485856,0.07383928,0.01375177,0.000007247533,0.000009929123,0.0001705492,0.00244737,0.0003822817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.780614,0.004954878,8.054706e-7,0.2077925,0.001370071,0.0008195856,0.000179503,0.000003095318,0.004265588],"genre_scores_gemma":[0.9853485,0.0000223513,0.0001135144,0.01258428,0.001068841,0.00000761858,0.0003099568,0.00006644351,0.0004784577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427658,"threshold_uncertainty_score":0.9999099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0862747382015041,"score_gpt":0.4475727698083077,"score_spread":0.3612980316068036,"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."}}