{"id":"W2006365803","doi":"10.1136/bmj.330.7496.866","title":"A kinder, gentler age","year":2005,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003884093,0.0008332518,0.00109208,0.00121241,0.01644491,0.01162877,0.001325207,0.007216207,0.07192174],"category_scores_gemma":[0.0184092,0.0006976314,0.0008530709,0.0005283452,0.0058381,0.01149813,0.007057591,0.02447857,0.03664468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002321024,"about_ca_system_score_gemma":0.005236124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01320705,"about_ca_topic_score_gemma":0.0339677,"domain_scores_codex":[0.9963858,0.0008944884,0.0001273024,0.0005711933,0.001129614,0.0008915468],"domain_scores_gemma":[0.9941158,0.0006611669,0.0001749239,0.0002726841,0.001647693,0.003127649],"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":[0.00003191912,0.00004331439,0.0003614326,0.00002865583,0.000004929373,0.0001995554,0.002280431,0.00001488572,0.0001647811,0.015712,0.9705264,0.01063169],"study_design_scores_gemma":[0.000004628492,0.00002324742,0.0002471252,0.00007490624,0.000001663734,0.0001318684,0.004051878,0.00001379556,0.00002569425,0.001909899,0.993502,0.00001324353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002388028,0.006822811,0.001006748,0.7812018,0.09589653,0.00004961454,0.0001381315,0.0002054617,0.1122908],"genre_scores_gemma":[0.01043812,0.002029476,0.0006058757,0.3593116,0.009064674,0.00004932198,0.00005359853,0.0001848517,0.6182624],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07192174,"threshold_uncertainty_score":0.2406022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2403624280822641,"score_gpt":0.5295890626565264,"score_spread":0.2892266345742623,"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."}}