{"id":"W2053798510","doi":"10.1136/bmj.326.7402.1277","title":"Just how demanding can we get before we blow it?","year":2003,"lang":"en","type":"letter","venue":"BMJ","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"Lying; Rest (music); Context (archaeology); Psychology; Form of the Good; Medicine; History; Philosophy; Epistemology","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":[0.002877427,0.0007321499,0.0008740037,0.000742826,0.009266525,0.003629301,0.0009568452,0.02832877,0.01132955],"category_scores_gemma":[0.0203855,0.0006210041,0.0008921135,0.0006024021,0.005168631,0.00790175,0.002194547,0.04054195,0.006872172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006360373,"about_ca_system_score_gemma":0.006158669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03522853,"about_ca_topic_score_gemma":0.0485706,"domain_scores_codex":[0.9967306,0.0009538505,0.0001850785,0.0002892826,0.001182812,0.000658319],"domain_scores_gemma":[0.9942145,0.001456981,0.0006275405,0.0001874043,0.001084023,0.00242958],"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":[0.00003801468,0.0000797426,0.0021602,0.0001197474,0.00001582767,0.003128099,0.003502845,0.00003268568,0.0004552182,0.003641992,0.9697805,0.01704516],"study_design_scores_gemma":[0.0000648233,0.0001424083,0.003512115,0.001234372,0.00002331465,0.006581107,0.01662387,0.0001960074,0.0001663317,0.009834998,0.9615412,0.00007938167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007580363,0.001341805,0.00008020314,0.9889648,0.005204264,0.000008000332,0.00001095134,0.0000109963,0.003620977],"genre_scores_gemma":[0.006302245,0.001796665,0.0002175844,0.9746695,0.005092162,0.00002780988,0.000008927957,0.00002198739,0.0118631],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03522853,"threshold_uncertainty_score":0.07004696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548550324714105,"score_gpt":0.468243530468469,"score_spread":0.3133884979970585,"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."}}