{"id":"W3098029319","doi":"10.1097/md.0000000000023196","title":"Supportive psychological intervention on psychological disorders in clinical medicine students with English Learning Difficulties","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cochrane Library; MEDLINE; Intervention (counseling); English language; Evidence-based medicine; Scale (ratio); Medical education; Alternative medicine; Psychiatry; Pathology; Psychology","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":[0.001694983,0.0001809706,0.0007844614,0.001401689,0.0004214813,0.0006843103,0.0004480458,0.0005849908,0.00486854],"category_scores_gemma":[0.01106496,0.0001037369,0.0007367936,0.00107565,0.0003490281,0.0005221278,0.0007766958,0.0006227698,0.0001792075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006286671,"about_ca_system_score_gemma":0.003742927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113489,"about_ca_topic_score_gemma":0.002869788,"domain_scores_codex":[0.9990515,0.0004834835,0.0001590493,0.00005087267,0.0001812063,0.00007390086],"domain_scores_gemma":[0.9954763,0.002945612,0.0008879573,0.00005248142,0.0002823114,0.0003553237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003181844,0.003883182,0.02591362,0.1738032,0.001528626,0.0004421156,0.001870057,0.0001523117,0.0007333314,0.0009444419,0.005318861,0.7822285],"study_design_scores_gemma":[0.01072978,0.02874833,0.4682615,0.3504175,0.01371797,0.003374092,0.01531764,0.0008800142,0.003044935,0.003457389,0.1018816,0.0001692831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3778962,0.5981622,0.0004791692,0.00794758,0.0008147573,0.001848046,0.0006264549,0.00003477405,0.01219093],"genre_scores_gemma":[0.7694449,0.2227619,0.002358356,0.002290157,0.0005587763,0.00150446,0.000311578,0.000004298942,0.0007654414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00486854,"threshold_uncertainty_score":0.01628685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08892646530595229,"score_gpt":0.4889472425323488,"score_spread":0.4000207772263965,"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."}}