{"id":"W4406429213","doi":"10.1016/j.ypdi.2013.02.011","title":"10.1016/j.ypdi.2013.02.011","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Acute respiratory distress; Intensive care medicine; Respiratory distress; Distress; Internal medicine; Anesthesia; Lung; Clinical psychology","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":[0.0008808635,0.001156082,0.0006049423,0.001556503,0.0008169868,0.002892367,0.001057311,0.003358303,0.83827],"category_scores_gemma":[0.001514606,0.0004284389,0.0005758201,0.0006478736,0.000847012,0.002229768,0.001417187,0.001896353,0.7775801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009310281,"about_ca_system_score_gemma":0.001224793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707902,"about_ca_topic_score_gemma":0.001488163,"domain_scores_codex":[0.9996556,0.00003004663,0.00002887003,0.0000927469,0.0001019825,0.0000907135],"domain_scores_gemma":[0.9990088,0.0001451452,0.0001247667,0.00006145774,0.0002230522,0.000436697],"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":[0.0003916636,0.0003080085,0.007924226,0.0006536532,0.0000546148,0.0006961213,0.0001503023,0.0002186305,0.001386386,0.005376567,0.2773067,0.7055331],"study_design_scores_gemma":[0.00007065332,0.0001619277,0.008654677,0.001119515,0.0000518278,0.005691324,0.0003527542,0.0002921413,0.0007523632,0.004833136,0.9779857,0.00003396442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008805609,0.03023048,0.005208424,0.01582961,0.005342457,0.0001590279,0.004281926,0.002494059,0.9276484],"genre_scores_gemma":[0.02944666,0.01095675,0.003591362,0.004090372,0.002061805,0.0001294258,0.0029414,0.000450531,0.9463316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.16173,"threshold_uncertainty_score":0.2306882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009110304308711436,"score_gpt":0.1964601233276982,"score_spread":0.1873498190189868,"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."}}