{"id":"W2134214482","doi":"10.1046/j.1540-8167.2001.00121.x","title":"Distribution of Patients′ Paroxysmal Atrial Tachyarrhythmia Episodes: Implications for Detection of Treatment Efficacy","year":2001,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Weibull distribution; Clinical trial; Goodness of fit; Internal medicine; Statistics; Mathematics","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":[0.0432661,0.000395611,0.001454104,0.002058207,0.0005498313,0.001634647,0.00153026,0.001745634,0.00394273],"category_scores_gemma":[0.1408068,0.000423624,0.0009158297,0.001347327,0.002180373,0.002439052,0.001038288,0.001191734,0.000728563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006145334,"about_ca_system_score_gemma":0.0003765032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002563753,"about_ca_topic_score_gemma":0.0001324955,"domain_scores_codex":[0.9641605,0.02148705,0.003722537,0.005044559,0.004774214,0.0008110763],"domain_scores_gemma":[0.7938372,0.1566193,0.03076316,0.01302968,0.004048928,0.001701743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003055985,0.0002848595,0.9557147,0.000211085,0.0005475052,0.0003708971,0.0005828995,0.001600869,0.001509273,0.001193613,0.0005592701,0.03436914],"study_design_scores_gemma":[0.0004276293,0.002447837,0.966665,0.00009896915,0.0002318015,0.002941057,0.0004496668,0.01774014,0.001338603,0.006400926,0.001195829,0.00006253889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666467,0.001734292,0.02668442,0.0009802802,0.00008512112,0.0003495852,0.0009819546,0.0001004898,0.002437199],"genre_scores_gemma":[0.9972434,0.00008818914,0.001975032,0.0001627819,0.00005853127,0.0001138475,0.0002649304,0.00001334723,0.0000800452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0432661,"threshold_uncertainty_score":0.2288157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268527911238652,"score_gpt":0.2980118392366591,"score_spread":0.2711590481127939,"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."}}