{"id":"W3165813258","doi":"10.1017/s1478951521000614","title":"Description of a training protocol to improve research reproducibility for dignity therapy: an interview-based intervention","year":2021,"lang":"en","type":"article","venue":"Palliative & Supportive Care","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"National Cancer Institute","keywords":"Consistency (knowledge bases); Protocol (science); Dignity; Medical education; Psychology; Intervention (counseling); Medicine; Computer science; Nursing; Alternative medicine; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1014917,0.002674059,0.001947445,0.004030536,0.006645556,0.003088569,0.00434905,0.004877894,0.03134327],"category_scores_gemma":[0.1059251,0.003478622,0.002195685,0.003029668,0.002374678,0.003241101,0.005364772,0.008981566,0.01614349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006415227,"about_ca_system_score_gemma":0.02138405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938402,"about_ca_topic_score_gemma":0.004015872,"domain_scores_codex":[0.9364942,0.0463871,0.007878418,0.002782376,0.003925407,0.002532299],"domain_scores_gemma":[0.8957703,0.05485588,0.005706451,0.01398378,0.02470906,0.004974593],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.007761121,0.01891389,0.003912524,0.01314067,0.000151886,0.001505725,0.06058303,0.005601271,0.02538628,0.0130618,0.133099,0.7168828],"study_design_scores_gemma":[0.02993175,0.0262327,0.02990826,0.01740728,0.0005418467,0.00217097,0.05111585,0.02083213,0.04206669,0.03669453,0.7410226,0.002075362],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.01123975,0.0002023984,0.1141202,0.002326847,0.000924411,0.8625187,0.001331955,0.001652358,0.005683403],"genre_scores_gemma":[0.004299261,0.0001296227,0.1218266,0.0005257841,0.00006502568,0.8710549,0.0003637609,0.00007054568,0.00166458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8985083,"threshold_uncertainty_score":0.5367456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5070703635170447,"score_gpt":0.5141621575871016,"score_spread":0.007091794070056889,"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."}}