{"id":"W4406565082","doi":"10.1016/j.ypdi.2015.01.024","title":"10.1016/j.ypdi.2015.01.024","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Pulmonary disease; Intensive care medicine; Internal medicine","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":[0.0008196516,0.0008408201,0.0006137623,0.001460481,0.0008788744,0.003126661,0.001071612,0.003546942,0.8623801],"category_scores_gemma":[0.002065141,0.0003877122,0.0005214981,0.0006701272,0.0008488501,0.002420362,0.001379905,0.002114317,0.827031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009084702,"about_ca_system_score_gemma":0.001413981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822907,"about_ca_topic_score_gemma":0.001584279,"domain_scores_codex":[0.999709,0.00002602346,0.00002481003,0.0000731641,0.0000945237,0.00007248765],"domain_scores_gemma":[0.9985999,0.0001919773,0.0001636422,0.00008564609,0.0003148069,0.0006439704],"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":[0.0002624148,0.0001815134,0.004706435,0.0004152038,0.00003025125,0.0004472318,0.0001071765,0.0001395704,0.0007045922,0.004473903,0.4113742,0.5771574],"study_design_scores_gemma":[0.00005997834,0.00008686353,0.004403264,0.0007936074,0.00002757193,0.002912912,0.0002402525,0.0001697183,0.0004252175,0.005271744,0.9855844,0.00002431456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005275728,0.02607814,0.003968883,0.03176592,0.007925053,0.0001487389,0.004708867,0.002481599,0.9176471],"genre_scores_gemma":[0.01642269,0.007926529,0.002506523,0.005235118,0.002320222,0.0001014985,0.002377179,0.0003711429,0.9627392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1376199,"threshold_uncertainty_score":0.1962979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269136632999286,"score_gpt":0.2403693223315622,"score_spread":0.2276779560015694,"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."}}