{"id":"W6959835118","doi":"10.13140/rg.2.2.27802.25280","title":"Adaptive Platform Trials in Emergency Medicine in Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Emergency medical services; Emergency response; Telemedicine; Clinical trial","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005208701,0.0004373624,0.0005617139,0.0005231263,0.004132441,0.001741936,0.001719987,0.001563588,0.006501876],"category_scores_gemma":[0.009459226,0.0003007087,0.0004277024,0.001302987,0.002792184,0.0007661938,0.001755041,0.00235978,0.0003962682],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04522395,"about_ca_system_score_gemma":0.1237362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8822615,"about_ca_topic_score_gemma":0.9646723,"domain_scores_codex":[0.9964052,0.001517124,0.0001038836,0.0003241003,0.0005132053,0.001136313],"domain_scores_gemma":[0.9886929,0.002766891,0.0007775647,0.0003754525,0.002424037,0.004963276],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.05667695,0.01632431,0.1870537,0.001917754,0.0005942445,0.003991378,0.01039461,0.02036644,0.006390291,0.02730532,0.1052551,0.5637299],"study_design_scores_gemma":[0.01683816,0.03828865,0.7783084,0.001943097,0.0004447845,0.0008008908,0.01933414,0.008199723,0.003993331,0.01548871,0.1159162,0.0004438833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9322447,0.004196833,0.002517525,0.02878483,0.0008727058,0.002894035,0.001877475,0.0001570375,0.02645492],"genre_scores_gemma":[0.9812754,0.002244077,0.004094194,0.005036201,0.000162181,0.0009113539,0.0005224919,0.00004120083,0.005712919],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9947913,"threshold_uncertainty_score":0.3281243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0825258658858401,"score_gpt":0.2538523562507587,"score_spread":0.1713264903649186,"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."}}