{"id":"W2020994503","doi":"10.1002/cjas.1231","title":"An Introduction to Systematic ReviewsLondon, UK: Sage Publications, (2012), 304 pp. ISBN‐9781849201803","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Library science; Citation; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.03067775,0.003961647,0.008747931,0.03355664,0.000918516,0.00672368,0.003479558,0.003369609,0.05414759],"category_scores_gemma":[0.1000163,0.004906232,0.005656962,0.03764422,0.002280786,0.008305199,0.003678252,0.007031544,0.02230634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004024509,"about_ca_system_score_gemma":0.01221616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007174932,"about_ca_topic_score_gemma":0.01681626,"domain_scores_codex":[0.9727058,0.01320344,0.008635641,0.001117124,0.003993769,0.0003442219],"domain_scores_gemma":[0.8179527,0.1503305,0.01090738,0.00379771,0.01551707,0.001494627],"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":[0.0001981103,0.00007379129,0.0002844972,0.173213,0.0008349827,0.0001352549,0.0006046247,0.0008575362,0.0007663643,0.005365869,0.5209991,0.2966669],"study_design_scores_gemma":[0.000198454,0.0001685406,0.00171789,0.1308515,0.0007565324,0.0005054848,0.0003687679,0.0003600595,0.00019704,0.0170735,0.847635,0.0001672074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0001088157,0.967828,0.006327133,0.01108089,0.005345534,0.0007654962,0.005068032,0.000588787,0.002887255],"genre_scores_gemma":[0.001395551,0.9357049,0.03510569,0.005571935,0.00665696,0.003597569,0.003921145,0.0004380129,0.007608278],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9693223,"threshold_uncertainty_score":0.1811417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0827666667107678,"score_gpt":0.3366584810516083,"score_spread":0.2538918143408405,"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."}}