{"id":"W4406565059","doi":"10.1016/j.ypdi.2013.02.012","title":"10.1016/j.ypdi.2013.02.012","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; ARDS; Internal medicine; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008649749,0.001206562,0.0006010663,0.001614275,0.0008346599,0.00286101,0.001071051,0.00336281,0.8536743],"category_scores_gemma":[0.001435806,0.0004490011,0.0005745909,0.0006865335,0.0008653859,0.002262492,0.001429055,0.001893232,0.8003577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009138053,"about_ca_system_score_gemma":0.001201553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693857,"about_ca_topic_score_gemma":0.001480872,"domain_scores_codex":[0.9996642,0.00002827048,0.00002851187,0.00009235343,0.00009822771,0.00008856549],"domain_scores_gemma":[0.9990417,0.000143188,0.0001232607,0.0000601403,0.0002098272,0.0004217724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003890816,0.0003168998,0.007804963,0.0006618943,0.0000539926,0.000703981,0.0001465506,0.000217744,0.001298273,0.005426405,0.2740603,0.7089199],"study_design_scores_gemma":[0.00007502856,0.0001611598,0.008535159,0.001184173,0.00005353128,0.005826259,0.0003581068,0.0003027564,0.0007430315,0.004922117,0.9778033,0.00003549808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008195721,0.02763734,0.004826352,0.01377568,0.004744772,0.0001548578,0.004209048,0.002481922,0.9339742],"genre_scores_gemma":[0.02762689,0.01008115,0.003383245,0.003905615,0.001870919,0.0001284243,0.002850393,0.0004475605,0.9497057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1463257,"threshold_uncertainty_score":0.2087158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008782361136249405,"score_gpt":0.1983399039674714,"score_spread":0.189557542831222,"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."}}