{"id":"W4391329376","doi":"10.26443/ijwpc.v11i1.391","title":"Considering life through death - introduction to lessons of life","year":2024,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000123583,0.00009921922,0.0003023855,0.0002530124,0.00001543977,0.00002497228,0.000131459,0.00005065351,0.0001277733],"category_scores_gemma":[0.000843628,0.00008382559,0.0002049726,0.0001206991,0.0000401663,0.0001808429,0.00002841965,0.0002006144,0.00001277863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609382,"about_ca_system_score_gemma":0.0003400674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007264067,"about_ca_topic_score_gemma":0.000006679534,"domain_scores_codex":[0.9988129,0.00002400971,0.0003836381,0.0001300904,0.000555573,0.00009378367],"domain_scores_gemma":[0.9983752,0.00009415215,0.0001612483,0.00008805795,0.001158607,0.0001226939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002953498,0.0004351301,0.1848463,0.002089624,0.007740999,0.001604485,0.2567145,0.00566792,0.200251,0.01029131,0.2242563,0.103149],"study_design_scores_gemma":[0.002932119,0.001345266,0.01338445,0.009535448,0.0005398471,0.0005865388,0.1380173,0.000351521,0.09061875,0.0002484076,0.7420729,0.0003674273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280686,0.01786546,0.002225762,0.04737616,0.002752884,0.0000891533,0.00009142658,0.00001864446,0.001511967],"genre_scores_gemma":[0.9923446,0.0004442797,0.003512648,0.000543342,0.002962285,0.000001045355,0.00001537997,0.00001549823,0.0001608876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5178167,"threshold_uncertainty_score":0.3418308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168160356657418,"score_gpt":0.4464903523148293,"score_spread":0.2783299956574113,"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."}}