{"id":"W4230732361","doi":"10.1211/pj.2018.20204362","title":"Deaths: Barrie Payne","year":2018,"lang":"en","type":"article","venue":"Pharmaceutical journal/The pharmaceutical journal","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00608269,0.0008804964,0.0008460191,0.0004075062,0.003119723,0.0007665314,0.001988907,0.0003923913,0.03603337],"category_scores_gemma":[0.0002298883,0.0005892401,0.0007803329,0.0008090782,0.001681888,0.0005929345,0.0004053961,0.006538379,0.005967204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006602663,"about_ca_system_score_gemma":0.0004963613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001606701,"about_ca_topic_score_gemma":0.000009978268,"domain_scores_codex":[0.9895681,0.002311536,0.002141349,0.0008086625,0.001920702,0.003249645],"domain_scores_gemma":[0.9922255,0.0008804353,0.0007104221,0.0007341481,0.0007635021,0.004685983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007000525,0.004771806,0.01411761,0.0002229498,0.003711549,0.005933731,0.009072953,0.00001465918,0.01585693,0.03409551,0.4052046,0.4999972],"study_design_scores_gemma":[0.008819329,0.001114001,0.002989788,0.000198658,0.0009210469,0.02971812,0.002062411,0.0008157907,0.004987816,0.007328118,0.9401197,0.0009251623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.524588,0.0371904,0.03964258,0.1034331,0.0750078,0.003958819,0.0001794474,0.0009796259,0.2150202],"genre_scores_gemma":[0.9418337,0.003748906,0.0008081273,0.0354451,0.01463402,0.00003932137,0.000005480275,0.0001856271,0.003299732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5349151,"threshold_uncertainty_score":0.9996559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093300325564291,"score_gpt":0.4609327791351004,"score_spread":0.3516027465786713,"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."}}