{"id":"W2154782426","doi":"10.1177/1740774514538707","title":"Commentary on ‘Elm <i>et al</i> ’","year":2014,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08893681,0.002825437,0.008123294,0.006269923,0.00740986,0.01288263,0.01432605,0.1051838,0.0126164],"category_scores_gemma":[0.4248863,0.003982503,0.008774915,0.007750493,0.01452684,0.008521845,0.007591031,0.08144256,0.009886411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134427,"about_ca_system_score_gemma":0.02122227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01506463,"about_ca_topic_score_gemma":0.02316887,"domain_scores_codex":[0.8915117,0.04459557,0.0213693,0.01003884,0.02721909,0.005265464],"domain_scores_gemma":[0.5322787,0.35684,0.02971772,0.01086753,0.05946754,0.01082846],"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":[0.00007414579,0.000004651624,0.00006774243,0.0006676607,0.0001477139,0.0000814726,0.00009324797,0.0000196877,0.0000318971,0.0007721381,0.9959698,0.002069972],"study_design_scores_gemma":[0.001427667,0.00007156564,0.00110139,0.01259474,0.001612908,0.0006341027,0.0005206007,0.0002897533,0.0003511938,0.01281971,0.9683591,0.0002173194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005801917,0.005338722,0.0001219176,0.8949925,0.09861013,0.00002893895,0.0002289313,0.00002816471,0.0005926916],"genre_scores_gemma":[0.0004864277,0.0009400396,0.0001680575,0.9429628,0.05490393,0.00007590934,0.00003970859,0.00003227107,0.0003909289],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9110632,"threshold_uncertainty_score":0.4703484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9647805304493259,"score_gpt":0.7257177930887109,"score_spread":0.239062737360615,"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."}}