{"id":"W4249698652","doi":"10.52964/amja.0144","title":"Editorial","year":2007,"lang":"en","type":"editorial","venue":"Acute Medicine Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wishful thinking; Trilogy; Clearance; Exhibition; Optimism; History; Psychology; Medicine; Art history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002655015,0.001505771,0.001499262,0.002581267,0.002101556,0.007469607,0.002251265,0.004289448,0.3149633],"category_scores_gemma":[0.01948128,0.0005846861,0.001416198,0.001063928,0.001173934,0.003885547,0.001826779,0.005679899,0.1878134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198982,"about_ca_system_score_gemma":0.003314273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358155,"about_ca_topic_score_gemma":0.001981892,"domain_scores_codex":[0.9967367,0.0004769438,0.0003386857,0.0006092762,0.001467581,0.0003708361],"domain_scores_gemma":[0.9858094,0.002469408,0.0008099967,0.001091608,0.006949035,0.002870535],"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":[0.00001696854,0.000007555325,0.00002518357,0.0001260034,0.00000329899,0.00006244364,0.00001062121,0.000009074096,0.00003572828,0.0003883918,0.9891594,0.01015526],"study_design_scores_gemma":[0.00001347445,0.00001093955,0.0001132093,0.0002583931,0.000004894072,0.0001704246,0.00003100545,0.00001623103,0.00004898488,0.0004387098,0.9988887,0.000005030936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001603149,0.007716819,0.0002947125,0.03570359,0.8995197,0.00008134833,0.0008010819,0.0004019236,0.05532055],"genre_scores_gemma":[0.003082874,0.01220704,0.00049272,0.04689089,0.7223647,0.0001122381,0.001630259,0.0004939192,0.2127252],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.6850367,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4178908655245382,"score_gpt":0.603136137713741,"score_spread":0.1852452721892028,"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."}}