{"id":"W2135937017","doi":"10.1093/ageing/31.6.423","title":"Keep taking the medicine?","year":2002,"lang":"en","type":"letter","venue":"Age and Ageing","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004981874,0.0002694478,0.0005274531,0.0001062605,0.001627748,0.00001716166,0.0003021125,0.0007194735,0.002951633],"category_scores_gemma":[0.0002099561,0.0001548061,0.00007506254,0.0001263306,0.0001239256,0.00007273049,0.0001997044,0.004448215,0.000246909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013378,"about_ca_system_score_gemma":0.0001288676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643958,"about_ca_topic_score_gemma":0.0002286491,"domain_scores_codex":[0.9976006,0.0004692357,0.0005429182,0.000334817,0.0003093879,0.0007430291],"domain_scores_gemma":[0.997173,0.0018124,0.0004405264,0.0004588316,0.00004809914,0.00006710271],"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":[0.000001298086,0.000001089297,0.00028456,0.0005789978,0.00002177803,0.01017911,0.002560455,2.200237e-8,0.000002146377,0.00006876139,0.9639621,0.02233968],"study_design_scores_gemma":[0.000244414,0.00002283413,0.008436619,0.0005556344,0.00006767586,0.000008548557,0.0003067939,0.000003691569,6.028895e-8,0.0008205975,0.9893614,0.000171732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004049413,0.004132265,0.00002563924,0.7931317,0.001430959,0.000416423,0.000006691952,0.00009147504,0.2003599],"genre_scores_gemma":[0.002279709,0.001621309,0.00003283442,0.936094,0.01415341,0.0000654929,0.0000619702,0.00004872353,0.04564253],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1547174,"threshold_uncertainty_score":0.999672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088455426625741,"score_gpt":0.4066767998490952,"score_spread":0.2978312571865211,"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."}}