{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04146179,0.00355615,0.006208102,0.008177152,0.005030774,0.01008565,0.01262602,0.05010237,0.08166289],"category_scores_gemma":[0.2695763,0.002483672,0.008333677,0.007734037,0.005688606,0.01110899,0.005567184,0.0375771,0.04561925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01625179,"about_ca_system_score_gemma":0.03275183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017718,"about_ca_topic_score_gemma":0.01195804,"domain_scores_codex":[0.9521705,0.01430333,0.007417914,0.003521012,0.02018934,0.002397778],"domain_scores_gemma":[0.7644147,0.115181,0.01611297,0.008319102,0.08893125,0.007040946],"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":[0.000022157,0.000003232288,0.000008217462,0.001571145,0.00002674707,0.00004084023,0.00002892911,0.00001158573,0.00001217531,0.0003447543,0.9946154,0.003314839],"study_design_scores_gemma":[0.0001405756,0.0000202866,0.00008714134,0.01207752,0.00008465527,0.0001318232,0.00008263085,0.00004707877,0.00005070438,0.001673616,0.9855725,0.00003139719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0000338561,0.01761072,0.0002664279,0.4818194,0.4932212,0.0004669165,0.001370338,0.0001804962,0.00503063],"genre_scores_gemma":[0.000773402,0.01955565,0.0008468643,0.7595147,0.2020573,0.001390651,0.000969784,0.0002252585,0.01466631],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9585382,"threshold_uncertainty_score":0.2731896,"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."}}