{"id":"W1971518243","doi":"10.1542/neo.15-12-e558","title":"Epidemiology and Clinical Research Design, Part 1: Study Types","year":2014,"lang":"en","type":"article","venue":"NeoReviews","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Clinical study design; Research design; Randomized controlled trial; Epidemiology; Cohort study; Crossover study; Gold standard (test); Intensive care medicine; Clinical trial; Alternative medicine; Surgery; Pathology; Statistics","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":[],"category_scores_codex":[0.2617325,0.002646761,0.006202491,0.009842154,0.002522727,0.006769867,0.004448984,0.006756507,0.01085707],"category_scores_gemma":[0.4760754,0.002516582,0.004521258,0.01541199,0.004963152,0.005142338,0.003771376,0.00238271,0.003065439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006384826,"about_ca_system_score_gemma":0.006621999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104997,"about_ca_topic_score_gemma":0.002645091,"domain_scores_codex":[0.4812377,0.3371519,0.1126485,0.01728162,0.04961144,0.002068755],"domain_scores_gemma":[0.5204742,0.342398,0.05641858,0.04845848,0.03013331,0.002117439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009229102,0.0009042916,0.1416594,0.2024652,0.01369376,0.0006328271,0.003287889,0.001949375,0.003370625,0.07220347,0.04760745,0.5029967],"study_design_scores_gemma":[0.007407736,0.00574823,0.228833,0.1478431,0.0198647,0.007177999,0.003319231,0.004035806,0.007848959,0.1279283,0.4392408,0.000752203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.02439914,0.540195,0.2128453,0.01704951,0.01810302,0.1370244,0.02015419,0.0003959909,0.02983344],"genre_scores_gemma":[0.1293139,0.1419799,0.2776948,0.02355361,0.01061634,0.4011942,0.006319852,0.0006060257,0.0087214],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2617325,"threshold_uncertainty_score":0.9104152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7046790479357237,"score_gpt":0.6400020163884712,"score_spread":0.06467703154725246,"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."}}