{"id":"W2129962540","doi":"10.1093/ageing/afu103","title":"Can't we talk about something more pleasant?","year":2014,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.007034231,0.0005220638,0.0006488715,0.0007807431,0.005462336,0.006665486,0.001128702,0.006262803,0.0177502],"category_scores_gemma":[0.03026533,0.000282129,0.0009853424,0.0005852347,0.009513495,0.01360768,0.004292054,0.01321409,0.005415577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687688,"about_ca_system_score_gemma":0.003185702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003293365,"about_ca_topic_score_gemma":0.007145999,"domain_scores_codex":[0.9953935,0.00263236,0.0001220177,0.0002462316,0.0007800562,0.000825886],"domain_scores_gemma":[0.9833466,0.004226691,0.001468478,0.0005394852,0.002540981,0.007877818],"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":[0.0002358522,0.0005285512,0.02445258,0.001044075,0.0002561537,0.001087432,0.1164364,0.00007262005,0.001012013,0.04506295,0.6611974,0.148614],"study_design_scores_gemma":[0.00009672278,0.0003166191,0.02054651,0.001794203,0.0001521259,0.00155224,0.4108123,0.00006636466,0.0003299844,0.04581821,0.5183383,0.0001763664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04219306,0.01828646,0.0009261006,0.8702033,0.02974924,0.00001923185,0.00006214003,0.00007182103,0.03848874],"genre_scores_gemma":[0.4829178,0.01799945,0.00145646,0.4374046,0.01374035,0.0001014239,0.00008152396,0.000156941,0.04614138],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0177502,"threshold_uncertainty_score":0.05938035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05014282194490285,"score_gpt":0.3486801995124246,"score_spread":0.2985373775675218,"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."}}