{"id":"W4206366475","doi":"10.7870/cjcmh-2021-022","title":"An Action Plan to Modernize Gender, Sex, and Sexual Orientation Information Practices in Canadian Electronic Health Record Systems","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Action plan; Plan (archaeology); Sexual orientation; Action (physics); Information sharing; Psychology; Reproductive health; Orientation (vector space); Electronic health record; Public relations; Political science; Medicine; Social psychology; Geography; Management; Environmental health; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.07390663,0.0030435,0.001042764,0.00584019,0.01494196,0.01017874,0.00654312,0.0116825,0.009221961],"category_scores_gemma":[0.07317001,0.001628998,0.002732805,0.0035304,0.004883257,0.004980745,0.008169993,0.008917348,0.002070235],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08079658,"about_ca_system_score_gemma":0.5595307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7556532,"about_ca_topic_score_gemma":0.8565877,"domain_scores_codex":[0.9263938,0.02386424,0.004612219,0.002942727,0.02855662,0.01363036],"domain_scores_gemma":[0.867375,0.02169964,0.005890734,0.003609788,0.06656818,0.0348567],"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":[0.0003652642,0.002828432,0.01991455,0.005465778,0.0002756432,0.001561702,0.02763927,0.01155575,0.008651887,0.07998727,0.5430251,0.2987293],"study_design_scores_gemma":[0.0008065808,0.001786935,0.04135921,0.007425509,0.0004751118,0.0006573227,0.05190715,0.008111981,0.005244244,0.01582097,0.8656817,0.0007233692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.04637107,0.006792428,0.09586235,0.5621414,0.005599444,0.09544142,0.008876361,0.002992311,0.1759232],"genre_scores_gemma":[0.1369126,0.006178206,0.677208,0.08053926,0.0005046178,0.03702365,0.008360543,0.0002369407,0.05303625],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9192034,"threshold_uncertainty_score":0.586223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133148698997771,"score_gpt":0.397375478957364,"score_spread":0.2840606090575869,"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."}}