{"id":"W2580733271","doi":"10.1016/j.clch.2007.01.001","title":"","year":2007,"lang":"en","type":"article","venue":"Clinical Chiropractic","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Memorial Chiropractic College","funders":"","keywords":"Medicine; Traditional medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04096894,0.0005999716,0.00113484,0.0003279134,0.0004876233,0.0001727421,0.001076863,0.0006004554,0.0001903815],"category_scores_gemma":[0.07047272,0.0005413106,0.0008840403,0.001643981,0.001064459,0.001916312,0.0004053764,0.003111427,0.01121866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191019,"about_ca_system_score_gemma":0.0002080591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000856221,"about_ca_topic_score_gemma":0.0003777838,"domain_scores_codex":[0.9892859,0.0009736479,0.004528798,0.001665095,0.001399647,0.00214695],"domain_scores_gemma":[0.9756227,0.01787353,0.001785589,0.002253046,0.0004501324,0.002015078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005756387,0.004722738,0.9187759,0.00001914899,0.0002421592,0.001584594,0.0002068665,0.00001723828,0.005469525,0.003116933,0.001558606,0.05852986],"study_design_scores_gemma":[0.004932335,0.001027956,0.9329599,0.00002868074,0.0002169631,0.0003681635,0.0004007104,0.0001144899,0.001033614,0.003097574,0.05511105,0.0007085718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832138,0.0001445558,0.003468957,0.002084251,0.001927195,0.0006688364,0.000008385678,0.001344029,0.007139966],"genre_scores_gemma":[0.9780446,0.00003377717,0.01389154,0.005075105,0.002464054,0.00001343515,0.0000188175,0.0002594418,0.0001991808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05782129,"threshold_uncertainty_score":0.9997038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1887022062153683,"score_gpt":0.4946620036098497,"score_spread":0.3059597973944814,"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."}}