{"id":"W4407279340","doi":"10.48095/ccrvch20257","title":"From ice to refrigerator – innovations in static donor lung preservation","year":2025,"lang":"en","type":"article","venue":"Perspectives in Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerator car; Astrobiology; Computer science; Engineering; Physics; Mechanical engineering","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":[0.003947444,0.0003016677,0.0007051277,0.001115327,0.0003104681,0.001756287,0.0008944537,0.0009567869,0.002209753],"category_scores_gemma":[0.002193035,0.0002064829,0.000728055,0.0009855082,0.002190809,0.003452347,0.001121756,0.002898905,0.0008342126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000850804,"about_ca_system_score_gemma":0.001342854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007482144,"about_ca_topic_score_gemma":0.001079782,"domain_scores_codex":[0.9989697,0.000321882,0.0001471936,0.0001850805,0.0002999892,0.00007626041],"domain_scores_gemma":[0.9982369,0.001134661,0.0001548911,0.00008297279,0.0002965549,0.00009397682],"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":[0.0002888931,0.0001347152,0.001382819,0.01224521,0.0001196159,0.0005707767,0.0008318719,0.0005245235,0.0067232,0.04248306,0.01473373,0.9199616],"study_design_scores_gemma":[0.00003152937,0.000659824,0.003092371,0.005892032,0.0001036262,0.002888096,0.0006666224,0.0002190999,0.005846696,0.02020049,0.9603311,0.00006859878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00242258,0.9823041,0.002194386,0.007357969,0.001828499,0.00001164977,0.00002047159,0.00001786414,0.003842502],"genre_scores_gemma":[0.01557985,0.9743899,0.003213376,0.003079044,0.002456463,0.0000240976,0.00003058075,0.00001860968,0.001208123],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003947444,"threshold_uncertainty_score":0.02087635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04319505547580421,"score_gpt":0.3886351174985194,"score_spread":0.3454400620227152,"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."}}