{"id":"W4400729769","doi":"10.1080/24745332.2024.2360376","title":"2024 Canadian Respiratory Conference Abstracts","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respiratory system; Computer science; Library science; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002473385,0.001654172,0.001179946,0.004275788,0.002906875,0.005332554,0.002033825,0.003145045,0.7756191],"category_scores_gemma":[0.008698177,0.0006423618,0.001422652,0.003302101,0.0007156197,0.001478434,0.002325614,0.002687749,0.4621091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009580941,"about_ca_system_score_gemma":0.01947295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1947052,"about_ca_topic_score_gemma":0.3432701,"domain_scores_codex":[0.9971997,0.000265405,0.0001743262,0.0002495333,0.001696377,0.0004147567],"domain_scores_gemma":[0.9887486,0.0005012561,0.0003227925,0.0002565017,0.007732107,0.002438676],"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":[0.00001820111,0.000006061441,0.00005794614,0.0001394988,0.000002923261,0.00002279902,0.000006126771,0.000009038069,0.0000504545,0.0000922145,0.9870783,0.01251653],"study_design_scores_gemma":[0.00001075684,0.00000539031,0.0004296004,0.0001928675,0.000002987019,0.00002254695,0.00003702073,0.0000109292,0.00002516633,0.00005055649,0.9992074,0.000004655028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007723968,0.02892931,0.0008706864,0.04523442,0.116302,0.001338793,0.0232914,0.0006864493,0.7825746],"genre_scores_gemma":[0.003890823,0.0142202,0.0006681159,0.006099632,0.01313044,0.0004556333,0.006590811,0.0002819693,0.9546624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8052948,"threshold_uncertainty_score":0.3871439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381515045843578,"score_gpt":0.4385115454542479,"score_spread":0.3003600408698901,"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."}}