{"id":"W2334154834","doi":"10.1002/j.1538-9235.2002.tb04208.x","title":"PROFESSIONAL COMPETENCIES FOR OPTOMETRIC PRACTICE IN CANADA.","year":2002,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association Of Optometrists","funders":"","keywords":"Optometry; Medical education; Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009892591,0.00009391655,0.0001961191,0.000805019,0.0001366732,0.00005254732,0.000157565,0.0000217905,0.00006181964],"category_scores_gemma":[0.005994323,0.00006956355,0.00001490053,0.003908753,0.0003325511,0.0006991441,0.00009032276,0.000151717,0.000006887258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990806,"about_ca_system_score_gemma":0.0004291654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006060687,"about_ca_topic_score_gemma":0.0004612486,"domain_scores_codex":[0.9982647,0.00001470514,0.0002203724,0.0003269289,0.0008611957,0.0003120528],"domain_scores_gemma":[0.9983836,0.0008656288,0.00007005414,0.0001830408,0.0002704732,0.0002272275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002918317,0.000971882,0.5678368,0.0004744376,0.00001908018,0.0001742205,0.0008605848,0.00001206013,0.01435968,0.0006847387,0.0202261,0.3940886],"study_design_scores_gemma":[0.003596322,0.0006515752,0.8651992,0.0007510638,0.00003339788,0.0004735498,0.003177867,0.03296204,0.002138883,0.0000407514,0.09065054,0.0003247901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735176,0.001221668,0.0002652047,0.007058632,0.0005601158,0.0003934501,0.000006371923,0.00001906479,0.01695791],"genre_scores_gemma":[0.9877431,0.00007730686,0.00863191,0.002171979,0.00003285542,0.00001060529,0.000001685453,0.000005873567,0.001324654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3937638,"threshold_uncertainty_score":0.9161987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331515527601713,"score_gpt":0.4390427895621461,"score_spread":0.415727634286129,"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."}}