{"id":"W4393257440","doi":"10.1097/cxa.0000000000000195","title":"Select Practice Challenges for 2024","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02013211,0.001026082,0.0008813702,0.001910243,0.008244578,0.01346707,0.003593862,0.02033273,0.1424987],"category_scores_gemma":[0.05305494,0.0005772241,0.001323754,0.001577586,0.005274657,0.01479509,0.01513221,0.01869616,0.0535327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007645559,"about_ca_system_score_gemma":0.04157092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006045519,"about_ca_topic_score_gemma":0.02032911,"domain_scores_codex":[0.9802089,0.00810502,0.001245986,0.001815734,0.00462846,0.003995978],"domain_scores_gemma":[0.9180146,0.01026932,0.00245324,0.002854777,0.01941196,0.04699611],"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":[0.00002238615,0.000129106,0.001100539,0.0001985673,0.000008912343,0.0005081859,0.00109619,0.00004948273,0.0001146301,0.01299178,0.9040137,0.0797665],"study_design_scores_gemma":[0.00001640318,0.00004973099,0.0006687455,0.000948213,0.000003833178,0.000554611,0.003111059,0.00008311418,0.00003381383,0.0104564,0.9840468,0.00002718923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006929013,0.005167502,0.0008200377,0.9527463,0.01809998,0.00005819689,0.0001095025,0.0001720122,0.0221335],"genre_scores_gemma":[0.02122627,0.01332491,0.009043524,0.8462816,0.0320199,0.00054198,0.000755538,0.0003893509,0.07641695],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1424987,"threshold_uncertainty_score":0.4767058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0778574804609812,"score_gpt":0.4225848671476429,"score_spread":0.3447273866866617,"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."}}