{"id":"W4243231841","doi":"10.1503/cjs.015614","title":"Introduction","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Medicine; Context (archaeology); Publishing; Military medicine; Library science; Engineering ethics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002839508,0.0008004405,0.0005632449,0.001347817,0.001645371,0.003866797,0.002160656,0.0031959,0.3116612],"category_scores_gemma":[0.01341465,0.0002888682,0.0008068091,0.001037016,0.001132479,0.002603309,0.002467942,0.003111523,0.1854383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002220511,"about_ca_system_score_gemma":0.005767866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007595895,"about_ca_topic_score_gemma":0.009190614,"domain_scores_codex":[0.9977875,0.0002865542,0.0001311847,0.0003628383,0.001134303,0.000297692],"domain_scores_gemma":[0.9927337,0.0007975335,0.0003179818,0.0004392046,0.00386602,0.001845477],"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":[0.00006789207,0.00003837768,0.0009458601,0.0002992121,0.0000070814,0.0002756749,0.0002163769,0.00006686385,0.0002320329,0.008160681,0.8525838,0.1371062],"study_design_scores_gemma":[0.000006335385,0.00002125216,0.000530519,0.0003273706,0.000003747382,0.0003984896,0.0001144932,0.00001747207,0.00007934066,0.002227373,0.9962651,0.000008471959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003857553,0.02776291,0.01412562,0.2107914,0.1383808,0.0006583372,0.009347468,0.002630041,0.592446],"genre_scores_gemma":[0.02480523,0.02771564,0.0113657,0.1147234,0.04034287,0.0007008644,0.008621235,0.001180317,0.7705448],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3116612,"threshold_uncertainty_score":0.9818318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120162774702871,"score_gpt":0.2269352065564683,"score_spread":0.1957335788094396,"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."}}