{"id":"W4400216718","doi":"10.5114/ms.2024.140978","title":"Understanding of human death by Polish specialist physicians","year":2024,"lang":"en","type":"article","venue":"Medical Studies","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006710619,0.0001412574,0.0004729411,0.00005896572,0.001155304,0.000005313081,0.0001349442,0.0001228179,0.0004482213],"category_scores_gemma":[0.0006521672,0.0001043265,0.00007251609,0.0002246804,0.0003459302,0.00004284344,0.0001886228,0.0005178854,0.00008295917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243219,"about_ca_system_score_gemma":0.0001893355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005564495,"about_ca_topic_score_gemma":0.0003707127,"domain_scores_codex":[0.9979761,0.0001452475,0.0005406329,0.0002266269,0.000575327,0.0005360252],"domain_scores_gemma":[0.9986474,0.0009190735,0.00007569869,0.0001215897,0.00007798182,0.000158274],"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":[0.00001093758,0.00006125699,0.008671835,0.002057295,0.0003763388,0.0000301674,0.05996173,2.960221e-8,0.00006198766,0.09948031,0.8262154,0.003072652],"study_design_scores_gemma":[0.0004536874,0.0001384579,0.002237804,0.002344817,0.00006663315,5.170987e-7,0.0451088,0.00001543232,0.00002578752,0.004664686,0.9447666,0.0001767237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1370461,0.1153401,0.00317849,0.3499323,0.01192377,0.00193468,0.0003440467,0.001137393,0.3791631],"genre_scores_gemma":[0.9785122,0.004487691,0.00001588266,0.008419079,0.002196736,0.0001060381,0.00001272569,0.00002839671,0.006221217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8414662,"threshold_uncertainty_score":0.8885778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4462487133558264,"score_gpt":0.5471518116798312,"score_spread":0.1009030983240047,"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."}}