{"id":"W6930155284","doi":"10.5281/zenodo.12286393","title":"alberta class 7 test pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Limiting; Filter (signal processing); Circumstantial evidence; Work (physics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007703057,0.001392425,0.001199113,0.001854455,0.00302127,0.007418788,0.00264352,0.003169498,0.9445935],"category_scores_gemma":[0.00347454,0.0008517989,0.001126588,0.001765117,0.0008027978,0.003531358,0.002100274,0.002602445,0.8916034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003249847,"about_ca_system_score_gemma":0.004040477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04915354,"about_ca_topic_score_gemma":0.1192725,"domain_scores_codex":[0.998943,0.00003601572,0.00002428672,0.00009328609,0.0007378732,0.0001656035],"domain_scores_gemma":[0.9956498,0.0002624576,0.0000592632,0.000337374,0.002757206,0.0009339544],"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":[0.00003287517,0.00004161709,0.00004550137,0.00005281378,0.000001056476,0.00002786891,0.00001627962,0.00003153279,0.000226069,0.0007022322,0.9805444,0.01827783],"study_design_scores_gemma":[0.00001856598,0.00003161487,0.0004956745,0.00004178783,0.000002424162,0.00003968152,0.00007569636,0.00006507002,0.0002839064,0.0003816851,0.9985519,0.00001200998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004265498,0.000173658,0.0004101968,0.0005905927,0.001460558,0.0001825494,0.002554864,0.002874614,0.9913265],"genre_scores_gemma":[0.0009965874,0.000107091,0.0001834741,0.0002110424,0.0001345829,0.00003513509,0.001110844,0.0006816608,0.9965396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05540651,"threshold_uncertainty_score":0.09773487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418961745183821,"score_gpt":0.2928425509760598,"score_spread":0.2586529335242216,"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."}}