{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009510306,0.0005635502,0.0005911596,0.002324903,0.005839282,0.007339862,0.0009588485,0.003868279,0.007649891],"category_scores_gemma":[0.02110923,0.0003676937,0.0006644654,0.00104484,0.01306003,0.01153848,0.005770997,0.006103966,0.0015939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008533419,"about_ca_system_score_gemma":0.00829088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032246,"about_ca_topic_score_gemma":0.008201688,"domain_scores_codex":[0.991986,0.005042274,0.0004000653,0.0005411711,0.001373432,0.0006569962],"domain_scores_gemma":[0.9898322,0.005229741,0.001370802,0.0005217523,0.001835568,0.001209944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001281831,0.00009016952,0.01201424,0.001073719,0.000066073,0.001886354,0.4007772,0.0003174869,0.000576127,0.3389862,0.1569242,0.08716013],"study_design_scores_gemma":[0.00003936869,0.00007473773,0.008978614,0.00295581,0.00005252236,0.003034342,0.1941255,0.0003401332,0.0003371639,0.1499767,0.6400247,0.00006043805],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07981895,0.08681802,0.009950702,0.5979137,0.003551655,0.000120956,0.0002817433,0.00008113444,0.2214631],"genre_scores_gemma":[0.8463596,0.05399678,0.003005501,0.07877994,0.001252991,0.0001324906,0.000313868,0.00005100013,0.01610772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01032246,"threshold_uncertainty_score":0.06191456,"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."}}