{"id":"W2999990834","doi":"10.2478/fon-2019-0038","title":"A summary of the evidence and evaluation of the effectiveness of nonpharmacological interventions for mild cognitive impairment","year":2019,"lang":"en","type":"article","venue":"Frontiers of Nursing","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Psychological intervention; Guideline; Cochrane Library; Systematic review; Nice; CINAHL; Grading (engineering); MEDLINE; Excellence; Checklist; Family medicine; Physical therapy; Alternative medicine; Psychology; Nursing; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02849934,0.002698028,0.01427396,0.01411689,0.001014674,0.005175731,0.003192706,0.004253706,0.007429529],"category_scores_gemma":[0.1191992,0.001529624,0.01872836,0.008132637,0.001225243,0.003180126,0.002116321,0.003035397,0.0008312754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008894781,"about_ca_system_score_gemma":0.01474344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009076799,"about_ca_topic_score_gemma":0.01849601,"domain_scores_codex":[0.9617829,0.01375925,0.01637752,0.001551688,0.005851661,0.0006769204],"domain_scores_gemma":[0.9185773,0.05717862,0.01297002,0.001155722,0.009392039,0.0007263165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007445837,0.00004023055,0.0005496118,0.9309442,0.01713615,0.00007287605,0.0001149571,0.0001198547,0.0001380166,0.0003587995,0.002129964,0.04765071],"study_design_scores_gemma":[0.0007108569,0.0003959044,0.002600603,0.900014,0.08144762,0.0001437149,0.0001152464,0.00009606407,0.0001858599,0.0004509544,0.01381041,0.00002870218],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007553224,0.9955421,0.0002788522,0.0009603186,0.0005286369,0.0007890348,0.0005177514,0.00001388024,0.0006139717],"genre_scores_gemma":[0.02038718,0.9715642,0.002559707,0.001932451,0.0005136002,0.002207366,0.0006021451,0.00001467553,0.0002186223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02849934,"threshold_uncertainty_score":0.1507207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3454639535153598,"score_gpt":0.5534512833531509,"score_spread":0.2079873298377911,"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."}}