{"id":"W6958355189","doi":"10.6084/m9.figshare.22616477.v1","title":"Additional file 1 of A parametric model to jointly characterize rate, duration, and severity of exacerbations in episodic diseases","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Parametric statistics; Parametric model; Missing data; Maximum likelihood; Set (abstract data type)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004180267,0.0008903972,0.001028141,0.001387429,0.0005487716,0.00118986,0.001922642,0.001667618,0.8448147],"category_scores_gemma":[0.06906915,0.0005709899,0.0009944589,0.00179509,0.0002807752,0.00150865,0.0008009131,0.001405707,0.1373613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009911172,"about_ca_system_score_gemma":0.001846902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005414054,"about_ca_topic_score_gemma":0.00713857,"domain_scores_codex":[0.9987698,0.0005394146,0.000142936,0.0002649129,0.0001843581,0.00009849538],"domain_scores_gemma":[0.9353371,0.05772358,0.001768182,0.002417682,0.002233067,0.0005204631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004577017,0.0001310355,0.004737694,0.0009749033,0.00007205106,0.000138943,0.00008761152,0.002040026,0.00007028554,0.003580992,0.9671724,0.0205364],"study_design_scores_gemma":[0.006436162,0.0007598109,0.03041874,0.004593799,0.0005417735,0.002440509,0.0005679126,0.03600942,0.001102261,0.07107373,0.8457829,0.0002728146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0008170179,0.00004908839,0.005797692,0.0005938097,0.00007647603,0.0002920302,0.9891338,0.0007573607,0.002482765],"genre_scores_gemma":[0.08572856,0.0005665363,0.040454,0.002695191,0.0006543905,0.008037772,0.8157821,0.00357378,0.04250769],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8448147,"threshold_uncertainty_score":0.221353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404402579805037,"score_gpt":0.3438391845877541,"score_spread":0.2033989266072504,"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."}}