{"id":"W4312095504","doi":"10.1177/02692163221145729","title":"Authors Reply to Letter to Editor","year":2022,"lang":"en","type":"letter","venue":"Palliative Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Psychoanalysis; Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006330028,0.0006727759,0.001266447,0.0008144581,0.0001631428,0.00001802192,0.0003112342,0.0002981501,0.01326534],"category_scores_gemma":[0.000713568,0.0004947415,0.0002051779,0.0007636386,0.00008879243,0.00003454617,0.0003166456,0.002097141,0.001916404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007922819,"about_ca_system_score_gemma":0.0001066831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003304585,"about_ca_topic_score_gemma":0.00001281676,"domain_scores_codex":[0.9954823,0.0002021708,0.0006546267,0.001116841,0.001722146,0.0008218617],"domain_scores_gemma":[0.9977719,0.0002915951,0.0001639906,0.001052839,0.0001899343,0.0005297152],"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":[0.0001674214,0.00005777881,0.0003479776,0.0002409765,0.0004323113,0.002322065,0.001828924,0.000001452192,0.00005139829,0.00001598639,0.9936443,0.0008893818],"study_design_scores_gemma":[0.001407492,0.003214904,0.0006142618,0.0005991259,0.0006502652,0.000005254411,0.0001433507,0.000002600591,0.00002803468,0.00002818961,0.9928807,0.0004258158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00004980784,0.0001394598,0.0006094347,0.9762159,0.0110327,0.003036942,0.00004961813,0.0002208101,0.008645316],"genre_scores_gemma":[0.00004029399,0.00002045603,0.002120192,0.7386849,0.1295997,0.0008492742,0.000798875,0.0001076726,0.1277787],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.237531,"threshold_uncertainty_score":0.9997504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03891539115939063,"score_gpt":0.3266200973216485,"score_spread":0.2877047061622579,"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."}}