{"id":"W2912011336","doi":"10.1053/j.semnuclmed.2018.11.006","title":"Knowledge Synthesis in Evidence-Based Medicine","year":2019,"lang":"en","type":"review","venue":"Seminars in Nuclear Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vitalité Health Network; Ottawa Hospital","funders":"","keywords":"Cornerstone; Medicine; Timeline; Systematic review; Objectivity (philosophy); Evidence-based medicine; Management science; Identification (biology); MEDLINE; Process (computing); Engineering ethics; Alternative medicine; Data science; Knowledge management; Computer science; Pathology; Epistemology","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":[0.1752978,0.003366499,0.01899777,0.02442483,0.001450508,0.01567071,0.003874736,0.01227941,0.01537072],"category_scores_gemma":[0.4360188,0.002790307,0.01077597,0.01481203,0.007065187,0.01080015,0.008219938,0.01294475,0.002505187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01194818,"about_ca_system_score_gemma":0.02312588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004098958,"about_ca_topic_score_gemma":0.004467237,"domain_scores_codex":[0.6950151,0.2400032,0.0400066,0.006768421,0.01684276,0.001363896],"domain_scores_gemma":[0.3154986,0.651866,0.01385435,0.007984242,0.009613551,0.001183304],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005094594,0.0001139599,0.0004456303,0.4995697,0.01247113,0.0002018029,0.0006287895,0.002079192,0.0003709259,0.05248513,0.0319155,0.3992087],"study_design_scores_gemma":[0.001237839,0.0003130872,0.001736241,0.5795118,0.01629313,0.0004275568,0.0004392753,0.004127792,0.0008370126,0.2767802,0.117964,0.0003321601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001165578,0.9724534,0.01197388,0.01083216,0.003115776,0.00025358,0.000157467,0.00007299986,0.001024197],"genre_scores_gemma":[0.0120402,0.9139926,0.05112928,0.01158101,0.00823152,0.001924911,0.0002265486,0.00009984414,0.0007740057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8247022,"threshold_uncertainty_score":0.9270744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8467230540005993,"score_gpt":0.5881702591391124,"score_spread":0.258552794861487,"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."}}