{"id":"W7075661825","doi":"","title":"Winning Posters from the Canadian Society of Respiratory Therapists 2022 Annual Conference","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Muon and positron interactions and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Alternative medicine; Public health; Respiratory system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004419855,0.00014196,0.0002437857,0.0001488785,0.0006094375,0.0003535921,0.001476215,0.00004058337,0.02058299],"category_scores_gemma":[0.00001121017,0.0001252363,0.0001429533,0.0004507818,0.00007167143,0.0004756985,0.0002412515,0.0004977586,0.000004183584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001627759,"about_ca_system_score_gemma":0.0002003378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05008686,"about_ca_topic_score_gemma":0.008230445,"domain_scores_codex":[0.998813,0.000114745,0.0004010349,0.0001618018,0.0003047703,0.0002046002],"domain_scores_gemma":[0.9990274,0.0001761157,0.0001956205,0.0003309947,0.0001275198,0.0001423728],"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":[0.00004979763,0.00009490793,0.1254712,0.00003817431,0.0005787085,0.000005900819,0.005784226,0.009253042,0.1545593,0.000477649,0.6872604,0.01642673],"study_design_scores_gemma":[0.0003873912,0.00001313938,0.3251406,0.0001200372,0.00005626016,0.000006981039,0.003343936,0.002125506,0.01239016,0.001057137,0.6549396,0.0004192893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777249,0.01076034,0.0004154594,0.0007323922,0.0007180534,0.0003721902,0.001230623,0.00003989457,0.008006186],"genre_scores_gemma":[0.997914,0.0007343526,0.00007629696,0.0009129182,0.00008573653,0.00007289995,0.0000265014,0.00002610316,0.000151222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1996694,"threshold_uncertainty_score":0.9803123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.171990276551114,"score_gpt":0.4830566970027767,"score_spread":0.3110664204516627,"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."}}