{"id":"W2944750486","doi":"10.15353/cjo.77.517","title":"Eye on Denver","year":2015,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Optometry; Medicine; Medical education; Family medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004586522,0.0005195159,0.001470749,0.01209902,0.0004255334,0.0002020241,0.001086517,0.0006732795,0.00213978],"category_scores_gemma":[0.002759778,0.0004572266,0.0006149457,0.003751314,0.0006250134,0.0006161287,0.00002494874,0.003301184,0.0003100338],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003194282,"about_ca_system_score_gemma":0.03328871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449778,"about_ca_topic_score_gemma":0.0007407486,"domain_scores_codex":[0.9939508,0.0004107793,0.00185003,0.0003448646,0.001521795,0.00192176],"domain_scores_gemma":[0.9760947,0.0003546558,0.00112182,0.0005260296,0.00354903,0.01835383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005102927,0.00009320566,0.9376346,0.000136,0.000402348,0.01562582,0.000442426,0.00006512483,0.00002975457,0.00001590405,0.04388938,0.001155085],"study_design_scores_gemma":[0.004499434,0.004282965,0.9378371,0.0009648189,0.0002233723,0.0227558,0.001225319,0.00004064705,0.0004216344,0.00001382962,0.02729445,0.0004406231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759288,0.005597486,0.00009360586,0.00748996,0.003338908,0.0002958909,0.00007859808,0.000006253689,0.007170521],"genre_scores_gemma":[0.9925973,0.0001115897,0.001262739,0.001951949,0.001826099,0.000001851591,0.000008223507,0.0001050578,0.002135181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03009443,"threshold_uncertainty_score":0.9997879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170672834309763,"score_gpt":0.5016672754121424,"score_spread":0.3845999919811661,"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."}}