{"id":"W4402840861","doi":"10.1001/jama.2024.13603","title":"Vivisection","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Traditional 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008887395,0.00001900586,0.00002642267,0.000008119664,0.0003318197,0.00007872025,0.0000308386,0.00003383373,0.002085725],"category_scores_gemma":[0.00004820127,0.00001285673,0.00002330737,0.0001052721,0.0001301584,0.00008530478,0.00001061652,0.00004292514,0.0003561949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002972633,"about_ca_system_score_gemma":0.00001102837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542908,"about_ca_topic_score_gemma":0.0005789452,"domain_scores_codex":[0.9997279,0.00002060556,0.00002969498,0.00006291914,0.00007693763,0.00008196324],"domain_scores_gemma":[0.9999078,0.00003519621,0.00000334625,0.00001922961,0.00001245027,0.00002199994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001548531,0.000007675941,0.0001409304,0.000002891053,0.000006775331,0.000008605417,0.004060316,1.933634e-7,0.00001811392,0.5885601,0.08295959,0.3242332],"study_design_scores_gemma":[0.00001557124,0.00001523881,0.001468473,0.000004868551,0.000001613998,1.352297e-7,0.002676419,0.00002448686,0.00001647819,0.006102653,0.9896505,0.00002359174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02829437,0.00134185,0.0004324694,0.01900086,0.001190502,0.00003786363,5.956737e-7,0.0001731559,0.9495283],"genre_scores_gemma":[0.9898148,0.000665016,0.00002233065,0.0002362205,0.0009129856,0.00000217352,2.184629e-7,0.000001393963,0.008344858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9615204,"threshold_uncertainty_score":0.9988265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340461362267569,"score_gpt":0.344469106418791,"score_spread":0.3104229701920341,"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."}}