{"id":"W4386193603","doi":"10.1007/s40489-023-00400-7","title":"A Systematic Approach to Explore the Rigor of Applied Behavioral Pharmacology Research","year":2023,"lang":"en","type":"article","venue":"Review Journal of Autism and Developmental Disorders","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Checklist; Intervention (counseling); Psychology; Quality (philosophy); Clinical pharmacology; Rigour; Clinical psychology; Research design; Intellectual disability; Applied behavior analysis; Applied psychology; Domain (mathematical analysis); Medicine; Psychiatry; Autism; Pharmacology","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":[0.3629365,0.002759565,0.01322749,0.02855581,0.004225895,0.01442584,0.006885095,0.008793465,0.004854056],"category_scores_gemma":[0.6200904,0.002679491,0.008293202,0.01398508,0.01052888,0.01154118,0.01254872,0.007320869,0.00117572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01287988,"about_ca_system_score_gemma":0.07911312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009512295,"about_ca_topic_score_gemma":0.01746543,"domain_scores_codex":[0.6718178,0.2009849,0.07617593,0.01079306,0.03867404,0.00155412],"domain_scores_gemma":[0.2196738,0.6631171,0.02845274,0.03721113,0.04930831,0.002236845],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0007232386,0.0002878651,0.004494275,0.5410411,0.01455474,0.0002668242,0.004588831,0.0007820349,0.001496524,0.04760471,0.01257733,0.3715826],"study_design_scores_gemma":[0.0008186317,0.0006192099,0.005062817,0.8081988,0.01748481,0.0003836965,0.002508512,0.001099023,0.001628123,0.06994333,0.0920461,0.0002070178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002710099,0.8779714,0.06853866,0.02300659,0.004373244,0.01604494,0.002314242,0.000257373,0.004783498],"genre_scores_gemma":[0.07209915,0.5858513,0.2561352,0.0298126,0.003398615,0.04904353,0.001874383,0.0002256206,0.001559701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6370635,"threshold_uncertainty_score":0.7856128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3788370468105804,"score_gpt":0.454214450748486,"score_spread":0.07537740393790565,"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."}}