{"id":"W2295943718","doi":"10.1155/2010/217678","title":"Alcohol Fixation of Induced Sputum Samples for Applications in Rural Communities","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Laurentian University","funders":"Laurentian University","keywords":"Sputum; Medicine; Fixation (population genetics); Eosinophil; Surgery; Immunology; Pathology; Asthma; Tuberculosis; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002966534,0.0001097267,0.0002162318,0.0005230823,0.0002353973,0.00002560334,0.0001514559,0.0001264025,0.0001648173],"category_scores_gemma":[0.000122376,0.00009747192,0.0001092331,0.0001715593,0.0001117953,0.00009968844,0.000008817433,0.0004371275,0.000003638539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033003,"about_ca_system_score_gemma":0.001753793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003833339,"about_ca_topic_score_gemma":0.1072604,"domain_scores_codex":[0.9991341,0.00005001744,0.0003605821,0.00006105267,0.0001358309,0.000258459],"domain_scores_gemma":[0.9987148,0.00008757829,0.0001542693,0.0002403841,0.0002582656,0.0005446927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001234829,0.0001486339,0.8578992,0.000136323,0.00005597624,0.000024756,0.001116788,0.00001449963,0.07001746,0.003527924,0.002011966,0.064923],"study_design_scores_gemma":[0.002250878,0.0003638219,0.7781124,0.0001540412,0.00006350246,0.00007602103,0.007688891,0.00003640447,0.004485047,0.0006182044,0.2059269,0.0002239343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982843,0.0002219403,0.000119608,0.0002031607,0.0001532606,0.0004610397,0.00007755183,0.000008707383,0.0004704719],"genre_scores_gemma":[0.9983987,0.000004318309,0.0002225601,0.0008942625,0.0003448043,0.00006006095,0.00002592896,0.0000194946,0.00002990598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2039149,"threshold_uncertainty_score":0.9090298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04841217642718219,"score_gpt":0.30900718082051,"score_spread":0.2605950043933278,"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."}}