{"id":"W3134929380","doi":"10.1111/apa.15829","title":"Current Care Guidelines had no immediate effects on antitussive prescriptions to Finnish children","year":2021,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; George & Fay Yee Centre for Healthcare Innovation; Manitoba Health","funders":"Pirkanmaan Rahasto; Suomen Tuberkuloosin Vastustamisyhdistyksen Säätiö; Hengityssairauksien Tutkimussäätiö; Tampereen Tuberkuloosisäätiö","keywords":"Medicine; Emergency department; Bronchitis; Medical prescription; Bronchiolitis; Outpatient clinic; Pediatrics; Asthma; Ambulatory care; Outpatient visits; Respiratory tract infections; Health care; Emergency medicine; Family medicine; Internal medicine; Respiratory system; Psychiatry; Nursing","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":[0.002003856,0.0001642396,0.000277537,0.001466322,0.0005876729,0.001006,0.0005342415,0.0005338773,0.008306527],"category_scores_gemma":[0.01796716,0.000275636,0.0004769328,0.002699643,0.000432853,0.0006052655,0.0008159509,0.0004508744,0.0005585092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002174322,"about_ca_system_score_gemma":0.004765033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0487376,"about_ca_topic_score_gemma":0.07756473,"domain_scores_codex":[0.9974855,0.0005107902,0.0006395145,0.0002844234,0.0007264141,0.0003533928],"domain_scores_gemma":[0.9882708,0.003757189,0.00568943,0.0003956186,0.001318315,0.0005686169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002118642,0.00005356188,0.9570283,0.00122949,0.00009881111,0.001726408,0.003041527,0.00005188149,0.0003566734,0.0003603725,0.007454921,0.02838619],"study_design_scores_gemma":[0.00002812932,0.00008897259,0.9795578,0.0008344961,0.0001122269,0.001235859,0.002088367,0.00005292643,0.000242211,0.00003426857,0.01571304,0.00001168485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598837,0.01049617,0.0001296468,0.002672578,0.0002444586,0.0001374655,0.01057327,0.00002446677,0.01583831],"genre_scores_gemma":[0.9870011,0.004997343,0.0005515603,0.001664271,0.0001538496,0.000125526,0.003568554,0.00001445431,0.001923356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0487376,"threshold_uncertainty_score":0.09690785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300479613470089,"score_gpt":0.3335696091598759,"score_spread":0.310564813025175,"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."}}