{"id":"W314782143","doi":"","title":"Novel initiatives from the Editorial Board.","year":2009,"lang":"en","type":"article","venue":"PubMed Central","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Editorial board; Scrutiny; Impact factor; Medicine; Turnaround time; Public relations; Peer review; Publishing; Associate editor; Audience measurement; Library science; Operations research; Computer science; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005417233,0.000102266,0.0001578476,0.00001543169,0.00006441228,0.00003885595,0.0001026801,0.00007296809,0.000148274],"category_scores_gemma":[0.006174316,0.00006919888,0.00008769787,0.0001018417,0.00004478942,0.0002431617,0.00002130714,0.0003075173,0.00002843564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207136,"about_ca_system_score_gemma":0.0001707754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002530687,"about_ca_topic_score_gemma":0.0000578949,"domain_scores_codex":[0.998302,0.00005336753,0.000436303,0.0001949522,0.0004132191,0.0006001418],"domain_scores_gemma":[0.9983845,0.0009171046,0.0001329541,0.0002279755,0.00007641467,0.0002610935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001768279,0.0009643325,0.09478492,0.000005946957,0.0002313236,0.00001909711,0.001660233,0.00001392769,0.003721869,0.001252942,0.7426534,0.1529237],"study_design_scores_gemma":[0.002460429,0.00007419148,0.8505881,0.000007529005,0.0001243987,0.000003431339,0.0003015521,0.0000417685,0.0002871215,0.0004096107,0.1456307,0.00007119314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7288367,0.0002629236,0.004826714,0.1546079,0.1031725,0.002147727,0.000206515,0.0002400164,0.005698949],"genre_scores_gemma":[0.8601241,0.00003872825,0.001438848,0.009554855,0.1286225,0.0000251886,0.0001416928,0.000009924699,0.0000441966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7558032,"threshold_uncertainty_score":0.7391679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330357879504931,"score_gpt":0.4044174893656547,"score_spread":0.2713817014151616,"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."}}