{"id":"W4416974523","doi":"10.2147/opth.s549183","title":"Ontario Primary Care Practitioners and Access to Ophthalmologists Through Electronic Consultation","year":2025,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Primary care; Service (business); Specialist care; Advice (programming); Eye care; Primary health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026437,0.0001693134,0.0001577566,0.001038566,0.001989264,0.001167506,0.0006316202,0.0005206138,0.01427691],"category_scores_gemma":[0.0116637,0.0002750055,0.0002327833,0.002449497,0.0007895206,0.0006895714,0.001243354,0.0005427209,0.0008522085],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01641761,"about_ca_system_score_gemma":0.02657831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9266162,"about_ca_topic_score_gemma":0.956944,"domain_scores_codex":[0.9975635,0.0003277647,0.0002128957,0.0002463785,0.001124969,0.0005245481],"domain_scores_gemma":[0.987334,0.001832593,0.005328327,0.0002854532,0.003037486,0.00218213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004635457,0.00006864547,0.9732701,0.000182181,0.00001291748,0.0003942138,0.002412342,0.00005589136,0.0001852657,0.0001273863,0.006348624,0.01689606],"study_design_scores_gemma":[0.000007493563,0.00002351867,0.9947172,0.0001127116,0.000007095771,0.0002491955,0.001863672,0.0001129517,0.00003475128,0.00002076737,0.002845732,0.000004906924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548439,0.003762892,0.000206271,0.006795085,0.00004680848,0.0001922784,0.004476846,0.00005911917,0.0296168],"genre_scores_gemma":[0.9943764,0.001410641,0.0002959585,0.0005841487,0.00002897937,0.00003894037,0.0006241324,0.00000619605,0.002634598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9835824,"threshold_uncertainty_score":0.1476319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07505994157995498,"score_gpt":0.405315841745208,"score_spread":0.330255900165253,"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."}}