{"id":"W4413500534","doi":"10.1097/mat.0000000000002541","title":"ASAIO 2025 Annual Conference Summary","year":2025,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004516811,0.002054762,0.0009932792,0.003264287,0.001373536,0.007169958,0.001416746,0.004056861,0.2188511],"category_scores_gemma":[0.004293852,0.0004522715,0.001207964,0.002133587,0.000391271,0.001806316,0.003176825,0.002804861,0.1117553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575698,"about_ca_system_score_gemma":0.006054123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006265456,"about_ca_topic_score_gemma":0.01308085,"domain_scores_codex":[0.9985448,0.0001262499,0.00008264587,0.0001021242,0.0008439105,0.0003002454],"domain_scores_gemma":[0.9935347,0.0002858212,0.0002992878,0.0001414278,0.003919605,0.001819227],"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":[0.00005259166,0.00001759973,0.00009085594,0.0001856856,0.000004091636,0.00002107396,0.000006199103,0.0000651555,0.00008737289,0.0001785124,0.9886297,0.01066118],"study_design_scores_gemma":[0.00002084474,0.00003672051,0.001297659,0.0002142784,0.000008896564,0.0000173299,0.00005280401,0.00007311338,0.00009231456,0.0001966607,0.9979815,0.000007704969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002825755,0.04083449,0.001965922,0.0842855,0.5966029,0.0008761364,0.02169264,0.001039961,0.2498767],"genre_scores_gemma":[0.01250435,0.02695196,0.001615297,0.01474135,0.1100928,0.0009544367,0.02229033,0.0006907936,0.8101587],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2188511,"threshold_uncertainty_score":0.7321298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048948541758463,"score_gpt":0.3531028580275242,"score_spread":0.3226133726099396,"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."}}