{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002909958,0.0002328655,0.0001895436,0.001749365,0.007206134,0.002815604,0.001121652,0.00136314,0.02210534],"category_scores_gemma":[0.012905,0.0002661739,0.0002713579,0.001867217,0.001395511,0.001300182,0.00281735,0.001702242,0.001790223],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04733553,"about_ca_system_score_gemma":0.3310509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9640026,"about_ca_topic_score_gemma":0.9884359,"domain_scores_codex":[0.9962744,0.0004141332,0.000118971,0.0001647768,0.001700917,0.001326841],"domain_scores_gemma":[0.9791659,0.001041714,0.0005991497,0.0001777833,0.006522407,0.01249309],"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":[0.00008188781,0.0003332401,0.1052044,0.0006579215,0.00001462403,0.0007656354,0.01331102,0.000739775,0.0009021557,0.03131129,0.4673657,0.3793124],"study_design_scores_gemma":[0.00004823014,0.0001080136,0.4188106,0.002091336,0.00001886476,0.001111066,0.02715846,0.001403394,0.0006439557,0.00605776,0.54247,0.00007832759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3062863,0.0143911,0.005262504,0.2302559,0.003327133,0.000978637,0.005371246,0.0005830138,0.4335441],"genre_scores_gemma":[0.8806964,0.006972357,0.01098317,0.01071514,0.0001573188,0.0002802971,0.001519339,0.00009312568,0.08858299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9526645,"threshold_uncertainty_score":0.3434449,"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."}}