{"id":"W2262586608","doi":"10.1177/0956797615573759","title":"Publication Bias and the Validity of Evidence","year":2015,"lang":"en","type":"letter","venue":"Psychological Science","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Baycrest Hospital; York University","funders":"","keywords":"Psychology; Social psychology; Cognitive psychology","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":[],"category_scores_codex":[0.1603209,0.000929199,0.005203623,0.007790113,0.003910326,0.009343868,0.00655807,0.06202786,0.006350258],"category_scores_gemma":[0.6802091,0.001765272,0.003750691,0.005551538,0.01549209,0.00831629,0.003679447,0.02957371,0.003687266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008866807,"about_ca_system_score_gemma":0.01058537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004322316,"about_ca_topic_score_gemma":0.008739087,"domain_scores_codex":[0.7422687,0.1415713,0.0610397,0.01170119,0.04030398,0.003115151],"domain_scores_gemma":[0.1722208,0.7357948,0.03300167,0.0159644,0.03809538,0.004922959],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001516481,0.0001318,0.01856053,0.008156946,0.003617237,0.007189948,0.001761617,0.0005802337,0.0003495703,0.04949944,0.8103487,0.09828751],"study_design_scores_gemma":[0.004538633,0.0004066208,0.01346458,0.02500989,0.004530145,0.01005991,0.00182403,0.005566092,0.001233656,0.3544481,0.5782034,0.0007150126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001117128,0.01409829,0.001153404,0.9568747,0.02244719,0.00006052298,0.0002603095,0.00005181289,0.003936588],"genre_scores_gemma":[0.04339691,0.009311389,0.005035339,0.8200614,0.1195555,0.0003674786,0.0001741693,0.00007640575,0.002021262],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8396791,"threshold_uncertainty_score":0.8478683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5309093860922428,"score_gpt":0.5046901048042801,"score_spread":0.02621928128796269,"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."}}