{"id":"W2055668115","doi":"10.3747/co.22.2617","title":"The Best Available Evidence ... All in One Place","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Alternative medicine; Family medicine; Cancer; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01789371,0.001360913,0.004093493,0.01150273,0.001102169,0.01002949,0.004117483,0.006415616,0.0609656],"category_scores_gemma":[0.1650458,0.001297578,0.004405213,0.007229939,0.00179967,0.008772754,0.002422289,0.009346401,0.0254984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00363755,"about_ca_system_score_gemma":0.01923361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004947866,"about_ca_topic_score_gemma":0.01244996,"domain_scores_codex":[0.9796046,0.006617156,0.005468082,0.0009176144,0.006829161,0.0005633502],"domain_scores_gemma":[0.8799186,0.05922807,0.01557074,0.005801127,0.03642366,0.003057811],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001683289,0.00005418712,0.000352584,0.1312453,0.00136041,0.00020544,0.0001879229,0.0001333435,0.0003019771,0.005692808,0.5375263,0.3227713],"study_design_scores_gemma":[0.0001028246,0.00004222411,0.0004259095,0.2404234,0.001370657,0.0002147299,0.0002059193,0.0000678359,0.0002106833,0.006196782,0.7506954,0.00004365674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0002378193,0.728508,0.003065292,0.1781621,0.04822839,0.0004980395,0.002754702,0.0002693677,0.0382762],"genre_scores_gemma":[0.007123959,0.865127,0.01461217,0.08031002,0.01974457,0.000587098,0.003035881,0.0002096327,0.00924965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9821063,"threshold_uncertainty_score":0.2039502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.851258748853952,"score_gpt":0.6276435499836349,"score_spread":0.2236151988703171,"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."}}