{"id":"W4386664442","doi":"10.54434/candj.67","title":"WNF Commentary: Rapid Reviews","year":2020,"lang":"en","type":"article","venue":"CAND Journal","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Naturopathy; Alternative medicine; Medicine; Realm; Meaning (existential); Traditional medicine; Psychology; Political science; Pathology; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001768545,0.00009094855,0.0002939664,0.00002567699,0.000137563,0.000009781394,0.00006009185,0.000003980142,0.00251704],"category_scores_gemma":[0.00009532458,0.0000592016,0.00009485202,0.00007354962,0.00006524179,0.00004258981,0.00003536569,0.0002665659,0.00003442994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003082257,"about_ca_system_score_gemma":0.00002023521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007429137,"about_ca_topic_score_gemma":0.000002653813,"domain_scores_codex":[0.999332,0.00004738299,0.0002467915,0.00008923833,0.0001440506,0.0001405489],"domain_scores_gemma":[0.9995255,0.00002573239,0.00008004581,0.0000593043,0.00003793686,0.0002714735],"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":[0.0001317116,0.00003394611,0.05244923,0.00005791905,0.0001419976,0.0002397924,0.001063709,1.681069e-7,0.0006824831,0.00002900701,0.8263374,0.1188326],"study_design_scores_gemma":[0.002202458,0.0009417057,0.004874728,0.0001496929,0.0001108867,0.0002782772,0.0009280946,0.00001450674,0.0003348507,0.00003102436,0.9900711,0.0000627105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4297215,0.05280918,0.001745066,0.4981248,0.001486262,0.0006908352,0.00002049951,0.00004489284,0.01535699],"genre_scores_gemma":[0.8632888,0.01482063,0.0009247978,0.1116378,0.008880996,0.000006565514,0.00002252825,0.00001669874,0.0004011907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4335673,"threshold_uncertainty_score":0.9983948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315232090653486,"score_gpt":0.3544614340970433,"score_spread":0.2229382250316947,"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."}}