{"id":"W7099254597","doi":"","title":"RESEARCH ARTICLE Medical characteristics of","year":2016,"lang":"en","type":"article","venue":"","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Medical prescription; Health care; Primary care; Health services; Consumption (sociology); Health services research; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006954846,0.0002871244,0.0004661755,0.001630105,0.001362497,0.001073953,0.000742069,0.0005350347,0.1855438],"category_scores_gemma":[0.005563046,0.00009862268,0.0004391627,0.002740114,0.0002469028,0.000740131,0.0008501246,0.001041728,0.05027338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531168,"about_ca_system_score_gemma":0.004889991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02353167,"about_ca_topic_score_gemma":0.03300112,"domain_scores_codex":[0.9988829,0.0001227526,0.0001439857,0.0002012024,0.0004312841,0.000217811],"domain_scores_gemma":[0.9981409,0.0002972756,0.000367689,0.0001536204,0.0005807156,0.0004597998],"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":[0.0006014059,0.0004556544,0.2267933,0.001161025,0.0001286524,0.001118308,0.001143727,0.0001750833,0.000962372,0.007291875,0.510421,0.2497475],"study_design_scores_gemma":[0.00007722576,0.0002318243,0.2264653,0.001103417,0.00007824555,0.002736632,0.0013952,0.0002616645,0.0003043824,0.002276978,0.7650257,0.00004336842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1205505,0.01806104,0.003332995,0.02055654,0.002901046,0.001536384,0.2132636,0.0004822381,0.6193156],"genre_scores_gemma":[0.475703,0.02061524,0.003283698,0.01058212,0.002406568,0.002202485,0.1460143,0.0003573418,0.3388353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8144562,"threshold_uncertainty_score":0.620706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09079996905933362,"score_gpt":0.4242006525124061,"score_spread":0.3334006834530724,"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."}}