{"id":"W4311284239","doi":"10.1111/biom.13813","title":"Bayesian Sample Size Calculations for Comparing Two Strategies in SMART Studies","year":2022,"lang":"en","type":"article","venue":"Biometrics","topic":"Mental Health Research Topics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Statistics Canada","funders":"","keywords":"Sample size determination; Bayesian probability; Computer science; Sample (material); Statistics; Econometrics; Mathematics; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.20136,0.001758788,0.002495767,0.004688242,0.0009761875,0.002928003,0.004128009,0.004118886,0.007184207],"category_scores_gemma":[0.5087348,0.001248638,0.002506348,0.003284876,0.003985328,0.00490332,0.003989505,0.00509271,0.00107141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314029,"about_ca_system_score_gemma":0.003084044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747727,"about_ca_topic_score_gemma":0.001621312,"domain_scores_codex":[0.804972,0.171227,0.006248063,0.005388754,0.01149161,0.0006726208],"domain_scores_gemma":[0.6153601,0.3519548,0.01130258,0.01306481,0.007505186,0.0008124039],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001962542,0.0003483863,0.009843474,0.002558639,0.001971227,0.0005302017,0.001655628,0.08036894,0.001929624,0.445245,0.008823556,0.4447627],"study_design_scores_gemma":[0.001794127,0.002164658,0.005593939,0.002741425,0.001178652,0.00070134,0.0004263002,0.3669748,0.005655195,0.572188,0.04033082,0.0002508318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003304007,0.0007987852,0.9897695,0.0004955255,0.0002070969,0.002623019,0.0001497993,0.0002272551,0.002425007],"genre_scores_gemma":[0.06851498,0.0004340113,0.9209807,0.0005549172,0.0001146514,0.008453726,0.0001552478,0.0001240703,0.0006677327],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.79864,"threshold_uncertainty_score":0.9848653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3304240056312043,"score_gpt":0.533945866941269,"score_spread":0.2035218613100647,"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."}}