{"id":"W6964005244","doi":"10.25373/ctsnet.15149610.v1","title":"Normothermic Ex vivo Lung Perfusion: Toronto Protocol","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung; Ex vivo; Lung transplantation; Transplantation; Perfusion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001978137,0.001312483,0.0007454416,0.001089136,0.001835484,0.0009254511,0.001890801,0.00158769,0.09193405],"category_scores_gemma":[0.002158354,0.0006719262,0.0006578016,0.0007329677,0.001114521,0.0006847085,0.001432702,0.00234203,0.02066343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001964923,"about_ca_system_score_gemma":0.004603649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009394884,"about_ca_topic_score_gemma":0.02792014,"domain_scores_codex":[0.9985257,0.0002354065,0.0001488414,0.0002034117,0.0007164873,0.0001703123],"domain_scores_gemma":[0.9991544,0.0001193053,0.00006462238,0.0001869727,0.0003173889,0.0001571697],"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":[0.006429913,0.001834661,0.002261919,0.003207403,0.00007283841,0.003942723,0.001793201,0.004585249,0.2602693,0.02531389,0.4378876,0.2524013],"study_design_scores_gemma":[0.000735069,0.002290924,0.005555834,0.0005645147,0.0000643911,0.002890333,0.0002828225,0.004026298,0.04648091,0.002249961,0.9346934,0.0001654856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.04646972,0.01172032,0.4245447,0.006341731,0.005787266,0.1618521,0.02880452,0.01169041,0.3027893],"genre_scores_gemma":[0.1114193,0.0164465,0.3954873,0.004886238,0.0009245836,0.2388853,0.02397271,0.001914481,0.2060636],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.09193405,"threshold_uncertainty_score":0.3075501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230775911059747,"score_gpt":0.3236260464890324,"score_spread":0.2913182873784349,"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."}}