{"id":"W3159803804","doi":"","title":"Prediction of Patient's Adherence to the Post-Intubation Tracheal Stenosis Follow-up Plan in Iran: Application of two Data Mining Techniques.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Medicine; Intubation; Intensive care unit; Tracheal intubation; Emergency medicine; Intensive care 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":[0.002053061,0.0003927866,0.0005308019,0.00160498,0.0001935104,0.0005391003,0.0004851794,0.0004980699,0.0003691771],"category_scores_gemma":[0.007567194,0.0001545012,0.0009422699,0.001038201,0.0001126904,0.0003794043,0.0003041591,0.000618528,0.0001015689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000517594,"about_ca_system_score_gemma":0.0007809741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006549266,"about_ca_topic_score_gemma":0.006409722,"domain_scores_codex":[0.999294,0.0002313897,0.0001376094,0.0001195702,0.0001502231,0.00006722833],"domain_scores_gemma":[0.9966097,0.001727247,0.000781586,0.0001097674,0.0005747537,0.0001968162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002527447,0.0002954373,0.9672445,0.00007175108,0.0001196025,0.00009357444,0.0001731114,0.003494046,0.0002453413,0.00004333807,0.0004013496,0.02756523],"study_design_scores_gemma":[0.00004088496,0.0007470919,0.8515569,0.0000796108,0.0002223113,0.0003608823,0.001002391,0.1441704,0.0009744612,0.0002404386,0.0005781089,0.00002652267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958717,0.0002325005,0.002591438,0.0002446184,0.00002114572,0.00005376804,0.0006461823,0.00002625483,0.0003123274],"genre_scores_gemma":[0.995095,0.0001223587,0.00395213,0.00002299111,0.00001014616,0.0000377185,0.0006654619,0.000001711907,0.00009243901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006549266,"threshold_uncertainty_score":0.0130223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08046365882042883,"score_gpt":0.2690796337221152,"score_spread":0.1886159749016864,"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."}}