{"id":"W2991524481","doi":"10.3233/shti190526","title":"The Opportunities and Challenges of Pragmatic Randomized Trials Using a Specialized Software: CloudTrials Project","year":2019,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Randomized controlled trial; Clinical trial; Medical physics; Software; Medicine; Patient care; Computer science; Nursing; Surgery; Pathology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5934818,0.002103644,0.003981219,0.004242878,0.002387305,0.01704681,0.005511234,0.006645559,0.01541721],"category_scores_gemma":[0.7431335,0.003530048,0.006417815,0.007536313,0.006811092,0.0131233,0.01507715,0.01160013,0.006887711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004980266,"about_ca_system_score_gemma":0.05187871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636374,"about_ca_topic_score_gemma":0.002887863,"domain_scores_codex":[0.2955326,0.6560255,0.02899124,0.00465299,0.01286509,0.001932512],"domain_scores_gemma":[0.1045954,0.7894235,0.02144866,0.05856831,0.01702965,0.008934557],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0131229,0.00124612,0.007393915,0.01968133,0.006333612,0.0006593295,0.004661581,0.01231192,0.00219485,0.1996317,0.1252234,0.6075394],"study_design_scores_gemma":[0.01574909,0.002932323,0.003790982,0.01896306,0.001909067,0.0009081591,0.001032071,0.03288718,0.003021766,0.5914047,0.3267683,0.0006333578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008964864,0.0115259,0.7310158,0.1879252,0.006475748,0.02621016,0.003670475,0.008822813,0.01538905],"genre_scores_gemma":[0.02408829,0.002728598,0.9163229,0.01222079,0.001207046,0.03957891,0.000738467,0.002266217,0.000848797],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4065182,"threshold_uncertainty_score":0.5013093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8735056782894698,"score_gpt":0.588457982946401,"score_spread":0.2850476953430688,"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."}}