{"id":"W2411156935","doi":"10.52964/amja.0156","title":"Halifax: A Trainee’s perspective","year":2007,"lang":"en","type":"article","venue":"Acute Medicine Journal","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Context (archaeology); Spring (device); Sociology; Psychology; History; Art; Engineering; Visual arts","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":[],"consensus_categories":[],"category_scores_codex":[0.002705008,0.0004857801,0.0004390169,0.000596524,0.02388936,0.01077777,0.002999414,0.01277308,0.03273506],"category_scores_gemma":[0.004462309,0.0003134894,0.0004669912,0.0009174485,0.007037416,0.005529383,0.005487161,0.02149898,0.002793229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01963783,"about_ca_system_score_gemma":0.02723242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.322,"about_ca_topic_score_gemma":0.3790222,"domain_scores_codex":[0.9973622,0.0007228733,0.00005932879,0.000161417,0.0002822138,0.001411885],"domain_scores_gemma":[0.9955604,0.0008352486,0.0001392651,0.00004368877,0.0006638242,0.002757679],"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":[0.00008743269,0.0000821362,0.001407493,0.0001676456,0.00001301554,0.002870256,0.02133296,0.0003122198,0.0002984086,0.1015168,0.858963,0.01294877],"study_design_scores_gemma":[0.00001594999,0.00004305889,0.001462318,0.0003679752,0.000005178415,0.0005617165,0.05542671,0.0001963508,0.00009744932,0.00496538,0.9368137,0.00004430142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004272644,0.002551619,0.0001676784,0.9330922,0.004427523,0.00001077233,0.0000665989,0.000022261,0.05538872],"genre_scores_gemma":[0.161109,0.007794468,0.0003699157,0.6743621,0.00358055,0.00007210794,0.00006806221,0.0001360214,0.1525078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.322,"threshold_uncertainty_score":0.6402515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163246499761741,"score_gpt":0.3060045926525664,"score_spread":0.284372127654949,"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."}}