{"id":"W4417328450","doi":"10.1016/j.fhj.2025.100488","title":"In medicine, good things don’t come to those who wait","year":2025,"lang":"en","type":"article","venue":"Future Healthcare Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"Government (linguistics); Perspective (graphical); Work (physics); Set (abstract data type); Agency (philosophy)","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":[0.007921441,0.0003928999,0.0008502395,0.0008560829,0.008610971,0.009348702,0.0009814355,0.007395271,0.02994565],"category_scores_gemma":[0.05973824,0.0004608995,0.0008996462,0.001329846,0.009623758,0.01318671,0.003968523,0.02067203,0.006182314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006021632,"about_ca_system_score_gemma":0.0144184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01770625,"about_ca_topic_score_gemma":0.0369729,"domain_scores_codex":[0.9905211,0.003024219,0.000560789,0.0006938146,0.003618339,0.001581798],"domain_scores_gemma":[0.9503754,0.01275339,0.004813609,0.001979835,0.01018575,0.01989198],"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":[0.0001485076,0.0003185957,0.01617719,0.0005919861,0.0001526155,0.0003525412,0.007426762,0.0001091099,0.0004660563,0.05386886,0.8454242,0.07496368],"study_design_scores_gemma":[0.0001050312,0.0002475906,0.01938029,0.001941162,0.000121795,0.001464965,0.02536424,0.0001167743,0.0003391768,0.05299822,0.8977792,0.0001414753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005505111,0.009131559,0.0006076825,0.9484809,0.01520103,0.000009393129,0.00009186821,0.00004103721,0.02093137],"genre_scores_gemma":[0.1662415,0.01510127,0.002576635,0.7600104,0.02128924,0.00006257232,0.0002109352,0.0002125027,0.0342951],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02994565,"threshold_uncertainty_score":0.1001781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3419681043576338,"score_gpt":0.5578137069056439,"score_spread":0.2158456025480102,"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."}}