{"id":"W2110716429","doi":"10.3399/bjgp14x681037","title":"The GP as an investigator","year":2014,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital","funders":"Medical Research Council; British Heart Foundation","keywords":"Medicine; Data science; Computer science; World Wide Web; Information retrieval","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":[0.0107243,0.0005334317,0.001203786,0.001138718,0.003625843,0.005838995,0.001422346,0.007711799,0.0748647],"category_scores_gemma":[0.08151335,0.0007068157,0.0005833899,0.0008613236,0.002411159,0.004560225,0.004869268,0.0152013,0.02100168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004788524,"about_ca_system_score_gemma":0.02117135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003315566,"about_ca_topic_score_gemma":0.005908304,"domain_scores_codex":[0.9893097,0.004611892,0.0006529342,0.001808163,0.002180033,0.001437376],"domain_scores_gemma":[0.9155282,0.006023367,0.002354704,0.002187996,0.02002001,0.05388573],"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":[0.00004544737,0.00003434374,0.0007340953,0.0001505047,0.00001059278,0.001228485,0.0007477018,0.00002905704,0.00007045023,0.001826334,0.9810204,0.0141026],"study_design_scores_gemma":[0.000148302,0.0001018836,0.001240447,0.001121609,0.00001765801,0.00391012,0.005291199,0.0001664427,0.00005883488,0.004193224,0.9837095,0.00004078674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003864734,0.007203835,0.002163703,0.8540983,0.1065749,0.000806951,0.0004812992,0.0002039167,0.02460235],"genre_scores_gemma":[0.06313082,0.01261406,0.003866422,0.7088574,0.05387548,0.002916297,0.0006460983,0.0004895562,0.153604],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0748647,"threshold_uncertainty_score":0.2504474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04213593657327393,"score_gpt":0.43565452283258,"score_spread":0.3935185862593061,"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."}}