{"id":"W4406554557","doi":"10.1016/s1634-6939(19)71982-6","title":"10.1016/s1634-6939(19)71982-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[0.001214536,0.002638267,0.001714025,0.002715328,0.002371763,0.003647121,0.00312574,0.005874084,0.9884495],"category_scores_gemma":[0.001787489,0.0009575516,0.001670967,0.00203937,0.001740743,0.005042777,0.003560105,0.002943435,0.9913322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103543,"about_ca_system_score_gemma":0.001286718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00331759,"about_ca_topic_score_gemma":0.003125923,"domain_scores_codex":[0.9993032,0.00004688108,0.00006622903,0.0002149741,0.0002058902,0.0001628193],"domain_scores_gemma":[0.9975594,0.0005623627,0.0001552331,0.0002527036,0.0004826723,0.0009876242],"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":[0.0004275827,0.0002491005,0.0008170003,0.0006891966,0.00004027037,0.0002732571,0.00009263903,0.0003686434,0.001946618,0.004554247,0.357913,0.6326285],"study_design_scores_gemma":[0.00006756056,0.0001286916,0.0008338121,0.0003107169,0.000013144,0.0004227323,0.00009112184,0.0001532421,0.0003236736,0.0006237717,0.9970094,0.00002207289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003991537,0.000572174,0.0006160261,0.0004759704,0.0004796287,0.0001048176,0.0006302142,0.0007209029,0.9960011],"genre_scores_gemma":[0.0005331372,0.0002370087,0.0003670705,0.0002584635,0.0001327037,0.00005737198,0.0003580077,0.0001353185,0.9979208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01155055,"threshold_uncertainty_score":0.01647538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009775214039376062,"score_gpt":0.2038886868288509,"score_spread":0.1941134727894748,"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."}}