{"id":"W4236570286","doi":"10.3410/f.12027956.13167054","title":"Faculty Opinions recommendation of Heterogeneity of bronchitis in airway diseases in tertiary care clinical practice.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Respiratory viral infections research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Bronchitis; Tertiary care; Clinical Practice; Airway; Medicine; Family medicine; Medical education; Intensive care medicine; Internal medicine; Surgery","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":[0.002770881,0.00155271,0.001769402,0.003927507,0.0006063267,0.003030071,0.003175032,0.002541598,0.09060785],"category_scores_gemma":[0.03317222,0.0007780967,0.002410108,0.005069545,0.0003768462,0.001422379,0.002138988,0.001799331,0.04520291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163074,"about_ca_system_score_gemma":0.004002703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02005759,"about_ca_topic_score_gemma":0.04980375,"domain_scores_codex":[0.9970961,0.0005523051,0.0005702062,0.000881812,0.0006048782,0.0002947282],"domain_scores_gemma":[0.9887832,0.003579564,0.002227677,0.002004402,0.002176468,0.001228688],"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":[0.0001472992,0.00002683393,0.006739004,0.00111934,0.0001692577,0.00002029014,0.00001600928,0.0001812738,0.00005702929,0.0002050304,0.9875841,0.003734549],"study_design_scores_gemma":[0.002098564,0.00007324147,0.06766843,0.002009046,0.000521631,0.0003057595,0.0001276203,0.002139576,0.0005791035,0.001922981,0.9224625,0.00009158302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003572538,0.0001113349,0.00007731677,0.0002519109,0.00005197519,0.00002919344,0.9982356,0.0001627862,0.000722531],"genre_scores_gemma":[0.002183483,0.0001089189,0.0003850846,0.0002007592,0.00004435115,0.0001387925,0.9958143,0.00006649108,0.001057855],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09060785,"threshold_uncertainty_score":0.3031135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06980121575362347,"score_gpt":0.4600503349623038,"score_spread":0.3902491192086803,"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."}}