{"id":"W2077867927","doi":"10.4212/cjhp.v68i2.1440","title":"Systematic Reviews: What Do You Need to Know to Get Started?","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":151,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Information retrieval; Computer science; Library 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":[0.3542878,0.006799866,0.03454845,0.02345237,0.008311902,0.04017314,0.01244359,0.04324707,0.01777207],"category_scores_gemma":[0.7145099,0.009098157,0.0142115,0.01810275,0.01812904,0.06991787,0.01748567,0.04875371,0.008811359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0158807,"about_ca_system_score_gemma":0.08074802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.017298,"about_ca_topic_score_gemma":0.0521078,"domain_scores_codex":[0.6552768,0.1789926,0.1013734,0.009400971,0.05021628,0.004740066],"domain_scores_gemma":[0.1315131,0.5818199,0.05280244,0.02025552,0.1930409,0.02056811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001169534,0.0003123123,0.003392769,0.210762,0.01263346,0.0006081291,0.00325911,0.0002635772,0.0003548248,0.00572346,0.4818327,0.2796881],"study_design_scores_gemma":[0.003364846,0.0007645612,0.004968215,0.6330613,0.01649692,0.001255046,0.007270639,0.0008569394,0.0003417713,0.04563351,0.2846864,0.001299944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0002229509,0.5603256,0.002429385,0.4089804,0.02684397,0.0002844021,0.0002468454,0.0001998345,0.0004665233],"genre_scores_gemma":[0.01064045,0.5166659,0.03836283,0.3674807,0.06274498,0.002118076,0.0004759216,0.0003581112,0.001152998],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3542878,"threshold_uncertainty_score":0.7962781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4898935606496134,"score_gpt":0.4777116338145457,"score_spread":0.01218192683506775,"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."}}