{"id":"W4386135601","doi":"10.21203/rs.3.rs-3093171/v1","title":"Doxapram versus placebo in preterm newborns: a study protocol for an international double blinded multicentre randomized controlled trial (DOXA-Trial)","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"ZonMw","keywords":"Doxa; Placebo; Randomized controlled trial; Double blinded; Medicine; Protocol (science); Physical therapy; Psychology; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03023572,0.005687479,0.01109299,0.001517057,0.002316147,0.003738267,0.002917342,0.007549284,0.04314966],"category_scores_gemma":[0.03038771,0.002089001,0.005845946,0.002218806,0.003184118,0.003550877,0.001708268,0.006379023,0.007646406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310569,"about_ca_system_score_gemma":0.008782474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102747,"about_ca_topic_score_gemma":0.002406981,"domain_scores_codex":[0.9793956,0.01386242,0.002415189,0.001596004,0.001356858,0.001374017],"domain_scores_gemma":[0.9895378,0.003252716,0.002517412,0.001494203,0.001906966,0.001290826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9515893,0.003642245,0.0003331609,0.01653024,0.001711936,0.0001153025,0.0001767285,0.0007025158,0.001393741,0.002714779,0.007162895,0.01392722],"study_design_scores_gemma":[0.9691948,0.01292161,0.0006014335,0.002182422,0.0009073268,0.00004130489,0.00004548831,0.000941684,0.0003765693,0.00119546,0.01154337,0.00004849887],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005427049,0.001600066,0.00296352,0.0004101168,0.0009953732,0.9859381,0.001262039,0.0001643278,0.001239273],"genre_scores_gemma":[0.004164265,0.0004161847,0.003129846,0.0002587475,0.0001067542,0.9911379,0.0002123102,0.00001145565,0.000562578],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04314966,"threshold_uncertainty_score":0.1599037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3875653538383104,"score_gpt":0.593700700695482,"score_spread":0.2061353468571716,"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."}}