{"id":"W2335534981","doi":"10.4104/pcrj.2012.00075","title":"A 54 year-old man with a chronic cough — A primary care perspective from Canada","year":2012,"lang":"en","type":"article","venue":"Primary Care Respiratory Journal","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Medicine; Respiratory tract infections; Primary care; Wife; Inhaler; Chronic cough; Salbutamol; Perspective (graphical); General practice; Pediatrics; Physical therapy; Asthma; Family medicine; Respiratory system; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004058791,0.0004870174,0.0007237498,0.0002531557,0.0005691412,0.0001168033,0.0003968032,0.0002883367,0.0005685047],"category_scores_gemma":[0.00005566599,0.000376281,0.0002373209,0.0004670206,0.0002216687,0.000518533,0.0001502317,0.002379049,0.00006667291],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01279979,"about_ca_system_score_gemma":0.01575884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02531251,"about_ca_topic_score_gemma":0.02682127,"domain_scores_codex":[0.9955027,0.0003738223,0.0005489445,0.0005359039,0.001871396,0.001167304],"domain_scores_gemma":[0.9964589,0.0001188176,0.0002715847,0.0007228198,0.001244757,0.001183053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01008299,0.0008172758,0.7954338,0.003197179,0.003704112,0.01313747,0.02774947,0.0001371936,0.02732226,0.0003733542,0.03987458,0.07817028],"study_design_scores_gemma":[0.01124803,0.00297324,0.5703067,0.001813723,0.0007986569,0.00140835,0.02215767,0.000002259853,0.004097417,0.00002767204,0.3839541,0.00121217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8405294,0.1136532,0.00003359412,0.0002922074,0.0005159886,0.000670943,0.0001145514,0.0000750785,0.04411507],"genre_scores_gemma":[0.9899416,0.00033735,0.0003157856,0.005349089,0.003318932,0.00005429006,0.00008905116,0.0001385847,0.0004553295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3440795,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501575145849013,"score_gpt":0.2616441233542653,"score_spread":0.2466283718957752,"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."}}