{"id":"W2944396075","doi":"10.15353/cjo.69.709","title":"Competency Corner, Part Three: Practice-based Weightings of the CBPS","year":2007,"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":true,"ca_institutions":"","funders":"","keywords":"Weighting; Terminology; Competence (human resources); Computer science; Benchmarking; Grading (engineering); Medical education; Psychology; Knowledge management; Medicine; Engineering; Management; Social psychology","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","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0165126,0.0005644219,0.001474871,0.00605751,0.001691066,0.0001192318,0.00223411,0.0006753569,0.001991078],"category_scores_gemma":[0.005676335,0.0004540249,0.0008102208,0.004937318,0.0006816161,0.0008852422,0.00006455283,0.004211226,0.00006118049],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003067807,"about_ca_system_score_gemma":0.03455782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02472061,"about_ca_topic_score_gemma":0.04996729,"domain_scores_codex":[0.9894767,0.001481751,0.004618093,0.0003602352,0.001675732,0.002387486],"domain_scores_gemma":[0.9787281,0.002644726,0.006374562,0.0008524207,0.004871786,0.006528386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001747548,0.00008159502,0.9512379,0.0005713824,0.0004466794,0.001088463,0.001708349,0.0001254165,0.00003269177,0.0004084508,0.04128336,0.002840976],"study_design_scores_gemma":[0.002579504,0.0005022181,0.7273238,0.002556481,0.0003580191,0.0005655072,0.009479001,0.00003201178,0.0001549302,0.00004128728,0.2559005,0.00050671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385106,0.004468269,0.003524421,0.03080247,0.009995037,0.0008958438,0.0002480263,0.00001195331,0.01154341],"genre_scores_gemma":[0.9848762,0.0001329954,0.004244716,0.008461424,0.001613532,0.000003730863,0.000006695876,0.00009874456,0.000561976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2239141,"threshold_uncertainty_score":0.9997911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06114194955232274,"score_gpt":0.4428718838491559,"score_spread":0.3817299342968332,"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."}}