{"id":"W4319946243","doi":"10.26443/mjm.v21i1.956","title":"Advance Care Directives : A Herzl Clinic Quality Improvement Project","year":2023,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Modalities; Focus group; Nursing; Medical education; Variety (cybernetics); Best practice; Quality (philosophy); Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02854562,0.0003254656,0.0003067588,0.0009820983,0.003462894,0.001979996,0.001820802,0.0007390305,0.005272101],"category_scores_gemma":[0.01914132,0.0003765338,0.0004326395,0.0008440893,0.001390743,0.001156644,0.004687717,0.002091206,0.0008307718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008405987,"about_ca_system_score_gemma":0.03826682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01377417,"about_ca_topic_score_gemma":0.03277097,"domain_scores_codex":[0.9866888,0.008370069,0.0005410922,0.0007605153,0.002118304,0.00152125],"domain_scores_gemma":[0.9585804,0.004657228,0.003341913,0.001996042,0.005984941,0.02543953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002260942,0.01805164,0.168266,0.0008888194,0.0001792647,0.001068504,0.02092835,0.001215521,0.003326807,0.001973794,0.1110701,0.6707703],"study_design_scores_gemma":[0.007924099,0.02584344,0.6834131,0.001974336,0.0002298997,0.001904757,0.05348094,0.00561491,0.004536996,0.001390565,0.2134138,0.0002730971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373605,0.001418516,0.005405097,0.03614161,0.0003927736,0.004567266,0.002266196,0.0007161727,0.01173181],"genre_scores_gemma":[0.908928,0.001839931,0.05971049,0.0102522,0.0002362035,0.005454566,0.003391403,0.0001736011,0.01001351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02854562,"threshold_uncertainty_score":0.1509655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2353844132391201,"score_gpt":0.522014672500728,"score_spread":0.2866302592616078,"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."}}