{"id":"W4293258015","doi":"","title":"Proceedings from the Canadian Society of Respiratory Therapists Annual Education Conference: May 11-13, 2017 • Halifax, Nova Scotia.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Gerontology; Political science; Medicine; Library science; Medical education; History; Aeronautics; Engineering; Archaeology; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003034868,0.0001073208,0.0001421142,0.00005285012,0.00134912,0.0005534423,0.001666087,0.000211701,0.000128857],"category_scores_gemma":[0.000923374,0.00008750742,0.00008212271,0.0001279454,0.00139663,0.0004579722,0.0001050405,0.0002629236,0.00001854386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529742,"about_ca_system_score_gemma":0.002836875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8894435,"about_ca_topic_score_gemma":0.9224946,"domain_scores_codex":[0.9981865,0.00009228435,0.0001968123,0.0002680479,0.0006997819,0.0005565541],"domain_scores_gemma":[0.9981467,0.0001073542,0.0002533677,0.0004653061,0.0007324343,0.0002948826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001007883,0.00004767185,0.3772396,0.00001450557,0.00003189602,6.716893e-7,0.01343503,3.509535e-8,0.0000407607,0.01170692,0.5398981,0.0575747],"study_design_scores_gemma":[0.00009971173,0.000006074622,0.7739897,0.00002250697,0.000006391513,1.828707e-7,0.005456156,0.000001550781,0.0002969324,0.002591805,0.2174217,0.0001072758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.707742,0.0002626543,0.000006169545,0.07012998,0.0009906854,0.002479017,0.0002505275,0.00008686484,0.2180521],"genre_scores_gemma":[0.9958584,0.00004249077,0.0001461066,0.0007499531,0.000567621,0.0003453849,0.000005408127,0.00001325555,0.002271418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3967501,"threshold_uncertainty_score":0.999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1786598843100848,"score_gpt":0.4111618301587702,"score_spread":0.2325019458486854,"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."}}