{"id":"W3184857219","doi":"10.1007/s11606-021-07037-4","title":"Tips for Busy Clinicians to Gauge Conclusions from Clinical Trials","year":2021,"lang":"en","type":"editorial","venue":"Journal of General Internal Medicine","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Clinical trial; MEDLINE; Gauge (firearms); Family medicine; Internal medicine","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":[0.08294398,0.006135748,0.010905,0.00736759,0.00525947,0.01694272,0.006573516,0.04098475,0.01517678],"category_scores_gemma":[0.3559616,0.003974889,0.004757753,0.003500304,0.006321294,0.01207315,0.003261131,0.05250608,0.01592516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005904734,"about_ca_system_score_gemma":0.007362776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814196,"about_ca_topic_score_gemma":0.005539715,"domain_scores_codex":[0.9284706,0.03281126,0.01346474,0.003736693,0.02005314,0.001463633],"domain_scores_gemma":[0.5390497,0.3057167,0.02218944,0.01081379,0.1038,0.01843026],"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":[0.00008910977,0.00001241058,0.00004238152,0.000685613,0.00009287891,0.00008727679,0.00002690139,0.00002511501,0.00002855125,0.0003291006,0.9902631,0.00831743],"study_design_scores_gemma":[0.0008858526,0.0001106928,0.000576222,0.003950065,0.0007363184,0.0005695223,0.0001717507,0.0006869319,0.000190148,0.008850116,0.983155,0.0001174256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002688932,0.008759713,0.0004099481,0.08815784,0.9011828,0.0000581875,0.00006482945,0.0001183001,0.001221515],"genre_scores_gemma":[0.0004101233,0.00288802,0.0006932775,0.05466498,0.9386709,0.0001151192,0.00002322026,0.00006998523,0.002464464],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.917056,"threshold_uncertainty_score":0.4386549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2323759730068502,"score_gpt":0.5238455579984574,"score_spread":0.2914695849916072,"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."}}