{"id":"W4392822803","doi":"10.1080/17538068.2024.2318970","title":"2023 year in review","year":2024,"lang":"en","type":"editorial","venue":"Journal of Communications In Healthcare","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007400029,0.002404626,0.00425108,0.005272258,0.002919562,0.01390082,0.004141604,0.01088496,0.1339891],"category_scores_gemma":[0.03859993,0.001255187,0.002648329,0.002640391,0.001676304,0.007374313,0.00233705,0.01185708,0.1138719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005005829,"about_ca_system_score_gemma":0.009339446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003100639,"about_ca_topic_score_gemma":0.009085359,"domain_scores_codex":[0.9928641,0.0009741153,0.0008136031,0.00059907,0.004045055,0.0007040125],"domain_scores_gemma":[0.96645,0.004210988,0.002472849,0.0007520361,0.01994061,0.006173457],"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":[0.0000195724,0.000008860962,0.00001290219,0.0004828746,0.00001184516,0.0000292282,0.000004880317,0.00001259328,0.00002491095,0.0002073621,0.9921845,0.007000619],"study_design_scores_gemma":[0.00005559096,0.00001933209,0.0001073434,0.001661798,0.00003148936,0.0001044213,0.00002085713,0.00003110229,0.00003796677,0.0004962015,0.9974182,0.00001573241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002301384,0.009473263,0.00009757715,0.02547025,0.9584696,0.00007653458,0.0001861275,0.0001223041,0.006081304],"genre_scores_gemma":[0.0005907746,0.02162649,0.0002866038,0.08821213,0.8291733,0.0002012242,0.00045609,0.0002815538,0.05917193],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1339891,"threshold_uncertainty_score":0.4482381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.363111713159621,"score_gpt":0.621913766645172,"score_spread":0.258802053485551,"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."}}