{"id":"W2400822887","doi":"10.1177/070674371105600112","title":"Yet Another Flawed Study","year":2011,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.1791646,0.001005485,0.001655816,0.005019387,0.005141733,0.006610175,0.006868284,0.009012576,0.01994861],"category_scores_gemma":[0.4795275,0.0008865196,0.001587557,0.003665192,0.008056895,0.007533268,0.004990896,0.006602526,0.004805666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003687205,"about_ca_system_score_gemma":0.007118075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200169,"about_ca_topic_score_gemma":0.01524233,"domain_scores_codex":[0.8513625,0.08549163,0.01510822,0.01557218,0.02834676,0.004118581],"domain_scores_gemma":[0.4743999,0.3919462,0.02463965,0.05688694,0.04759087,0.004536502],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002804218,0.0005133442,0.07107838,0.003708232,0.002802989,0.001709048,0.01524428,0.0001648484,0.0005034529,0.2884105,0.5314413,0.08161943],"study_design_scores_gemma":[0.002905138,0.0008370002,0.04845034,0.009128939,0.004640762,0.004590439,0.01796258,0.00126821,0.003297481,0.2288363,0.6777841,0.0002988061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05555736,0.01550406,0.0298146,0.7077917,0.05611454,0.002635274,0.006720827,0.0002218794,0.1256398],"genre_scores_gemma":[0.3225823,0.002138208,0.01542925,0.6214086,0.01537,0.003436194,0.001350995,0.0002357325,0.01804867],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8208354,"threshold_uncertainty_score":0.9475245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05003622097952026,"score_gpt":0.3263313543456415,"score_spread":0.2762951333661212,"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."}}