{"id":"W1590246642","doi":"10.1007/bf03018396","title":"Study design, originality and overall consistency influence acceptance or rejection of manuscripts submitted to the Journal","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Originality; Presentation (obstetrics); Publication; Consistency (knowledge bases); Psychology; Medicine; Computer science; Law; Social psychology; Political science; Surgery; Creativity","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":["metaresearch"],"category_scores_codex":[0.5916029,0.002612459,0.008583964,0.0072124,0.003646924,0.01268751,0.004868933,0.01025617,0.008656192],"category_scores_gemma":[0.8475676,0.003926927,0.01617787,0.008542291,0.007185691,0.008288274,0.004186184,0.005289825,0.002131064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002678009,"about_ca_system_score_gemma":0.009298004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007130016,"about_ca_topic_score_gemma":0.00216343,"domain_scores_codex":[0.3907528,0.3653998,0.17455,0.02169847,0.04399245,0.003606549],"domain_scores_gemma":[0.1597052,0.6766937,0.06255794,0.05729706,0.03935182,0.004394247],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08942673,0.003844725,0.3383688,0.06311714,0.2080528,0.001895342,0.01563898,0.003341204,0.007420159,0.007240668,0.02684169,0.2348118],"study_design_scores_gemma":[0.1263056,0.03272586,0.3262115,0.02504627,0.2740884,0.004533481,0.004436886,0.03222847,0.01606065,0.09640361,0.05910102,0.002858203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4124954,0.1549012,0.1998742,0.05082988,0.06407672,0.08806353,0.007632849,0.002369643,0.01975674],"genre_scores_gemma":[0.7997757,0.007886571,0.1379942,0.007756087,0.004607834,0.03518788,0.001649525,0.001119613,0.004022617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4083971,"threshold_uncertainty_score":0.5036265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2892458339271107,"score_gpt":0.3843680876656628,"score_spread":0.0951222537385521,"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."}}