{"id":"W2409630622","doi":"10.1007/978-1-59745-530-5_1","title":"Study Design: The Basics","year":2007,"lang":"en","type":"review","venue":"Methods in molecular biology","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Blinding; Management science; Research design; Computer science; Interpretation (philosophy); Clinical study design; Data science; Selection (genetic algorithm); Artificial intelligence; Medicine; Statistics; Engineering; Mathematics; Clinical trial; 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":[],"category_scores_codex":[0.1142943,0.002255716,0.005253179,0.003116867,0.001642827,0.004610791,0.004254007,0.009681204,0.01427858],"category_scores_gemma":[0.1405175,0.00133604,0.002531392,0.003641366,0.009414021,0.004772766,0.003874005,0.006971827,0.008381936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003361153,"about_ca_system_score_gemma":0.01178157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247539,"about_ca_topic_score_gemma":0.001118305,"domain_scores_codex":[0.8834303,0.08972599,0.009267597,0.005058624,0.01179073,0.0007267481],"domain_scores_gemma":[0.8991871,0.08446117,0.004919794,0.006146155,0.004341376,0.0009444784],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009654491,0.0002164458,0.000966673,0.05602128,0.0004406429,0.0003247623,0.001219369,0.001119314,0.0007226388,0.2277882,0.06681864,0.6433966],"study_design_scores_gemma":[0.001087395,0.0009881877,0.001926759,0.04809461,0.0004350177,0.00134486,0.0003048213,0.00112551,0.0009211231,0.2993092,0.6443094,0.0001531169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001250315,0.4673959,0.4055175,0.0363995,0.0139822,0.03623139,0.004313978,0.0004792943,0.03442995],"genre_scores_gemma":[0.02030104,0.2589292,0.5390995,0.03072868,0.01194691,0.1299855,0.001566109,0.0003036884,0.007139292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8857057,"threshold_uncertainty_score":0.6044532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.859952979431288,"score_gpt":0.7398574072820376,"score_spread":0.1200955721492504,"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."}}