{"id":"W4391040658","doi":"10.15353/cjo.v68i1.4586","title":"Practice Management","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":[0.009400539,0.0004119418,0.0003915665,0.003505195,0.003358439,0.004709371,0.002205923,0.001725935,0.2023507],"category_scores_gemma":[0.04698258,0.0003436358,0.000595983,0.002360621,0.0009381388,0.002134111,0.004655284,0.002600686,0.05797696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006831279,"about_ca_system_score_gemma":0.03512139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007674527,"about_ca_topic_score_gemma":0.01566163,"domain_scores_codex":[0.987376,0.00378522,0.000998616,0.0009550814,0.005587693,0.001297416],"domain_scores_gemma":[0.9489061,0.004379639,0.002626053,0.002637257,0.02443189,0.01701908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003979223,0.0003944736,0.004924682,0.0002576975,0.00001218135,0.00020904,0.001366618,0.0000818371,0.0001878442,0.009481589,0.626995,0.3560493],"study_design_scores_gemma":[0.00004015124,0.00007519081,0.004915973,0.0005195536,0.000008514391,0.0003979189,0.001683056,0.0001746592,0.0001048452,0.003277676,0.98879,0.00001239163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01112475,0.003471035,0.008246738,0.138459,0.006566221,0.003047178,0.002342337,0.0008773677,0.8258654],"genre_scores_gemma":[0.08374525,0.006077152,0.02242699,0.04661875,0.004867221,0.004341598,0.004355187,0.0004912256,0.8270766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2023507,"threshold_uncertainty_score":0.6769304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06659364865937228,"score_gpt":0.4893692632455295,"score_spread":0.4227756145861572,"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."}}