{"id":"W2412761127","doi":"10.1136/bmj.h6730","title":"Authors’ reply to Upton","year":2015,"lang":"de","type":"letter","venue":"BMJ","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Clinical Practice; Health professionals; Medicine; Family medicine; Psychology; Health care; Political science","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":[0.01168786,0.001930498,0.003188047,0.001817446,0.005028326,0.006949592,0.005118341,0.04430021,0.01819409],"category_scores_gemma":[0.1272108,0.001336943,0.00196831,0.001648259,0.00815643,0.009652843,0.006225742,0.07406358,0.01421773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004042523,"about_ca_system_score_gemma":0.007493231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002624978,"about_ca_topic_score_gemma":0.002169749,"domain_scores_codex":[0.9854896,0.00433265,0.002054253,0.002410175,0.004424982,0.001288314],"domain_scores_gemma":[0.9443785,0.02839702,0.003531372,0.002465431,0.01583282,0.005394846],"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":[0.00001504948,0.000006164693,0.0001064625,0.00006797081,0.000007513225,0.0002438652,0.000252667,0.00001652802,0.00003195203,0.0006137601,0.9964915,0.002146605],"study_design_scores_gemma":[0.00002594724,0.00004218234,0.0005133604,0.0006881793,0.00002743779,0.001533583,0.001350389,0.0001461521,0.0003030263,0.003230357,0.9920346,0.0001047348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001754465,0.001462594,0.00009380961,0.8874071,0.1098824,0.00001474702,0.00006239462,0.00006081709,0.0008407038],"genre_scores_gemma":[0.00206466,0.0008892815,0.000177183,0.9418435,0.05121528,0.0000731546,0.00002476666,0.00006002132,0.003652155],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04430021,"threshold_uncertainty_score":0.06181204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370193404384189,"score_gpt":0.475657169982927,"score_spread":0.3386378295445081,"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."}}