{"id":"W2395370868","doi":"10.1177/070674371105600411","title":"Questionable Research Conclusions","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":"Research Manitoba","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1085719,0.001641973,0.004012974,0.006594593,0.01092362,0.01897893,0.01581189,0.1284986,0.03697044],"category_scores_gemma":[0.5318963,0.002082758,0.005025456,0.004627726,0.02817169,0.01513174,0.009812402,0.08976454,0.0213959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02042617,"about_ca_system_score_gemma":0.03939722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258123,"about_ca_topic_score_gemma":0.01458739,"domain_scores_codex":[0.8360127,0.05475621,0.02068867,0.02245743,0.05417658,0.01190845],"domain_scores_gemma":[0.4683072,0.3767412,0.01815039,0.02186367,0.09074064,0.02419682],"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":[0.0001022177,0.00003768278,0.0006776536,0.0004468985,0.0001576134,0.0008753342,0.000638644,0.00006929774,0.00007553419,0.02908416,0.9572955,0.01053952],"study_design_scores_gemma":[0.0006280254,0.000072578,0.001189438,0.005621776,0.0004556846,0.001528679,0.00292738,0.0004475797,0.0004308714,0.2103387,0.7761677,0.0001916062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001165247,0.00138037,0.0001623395,0.9701673,0.02371787,0.00002200898,0.00006431631,0.00001703041,0.004352275],"genre_scores_gemma":[0.002902179,0.0006491285,0.0003815024,0.9726363,0.02136754,0.0000669089,0.00004159304,0.00001647041,0.001938301],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8914281,"threshold_uncertainty_score":0.5741898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116761023289753,"score_gpt":0.4113720486837293,"score_spread":0.2946110253939763,"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."}}