{"id":"W4200422771","doi":"10.1186/s12889-021-12341-z","title":"Effectiveness of online mindfulness interventions on medical students’ mental health: a systematic review","year":2021,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Mindfulness; CINAHL; Psychological intervention; Mental health; PsycINFO; Medicine; MEDLINE; Meditation; Clinical psychology; Systematic review; Cognitive therapy; Feeling; Psychology; Cognition; Nursing; Psychiatry; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.006475396,0.001233574,0.00767392,0.008138509,0.0007004504,0.002072737,0.001760605,0.001736233,0.004714823],"category_scores_gemma":[0.0305864,0.000977349,0.00725997,0.006699949,0.0007987775,0.001771518,0.001568304,0.001182232,0.0002487089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003185271,"about_ca_system_score_gemma":0.009032955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005367068,"about_ca_topic_score_gemma":0.01585321,"domain_scores_codex":[0.995046,0.001737354,0.001583524,0.000334767,0.001136738,0.0001615948],"domain_scores_gemma":[0.9748896,0.01845432,0.004271124,0.0003189408,0.001721798,0.0003441029],"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":[0.0004353364,0.00007551263,0.0004755141,0.9290057,0.007294853,0.0000568886,0.0002236903,0.00007146407,0.0001549181,0.0001067357,0.0005596536,0.06153977],"study_design_scores_gemma":[0.0006813909,0.0006428811,0.004679357,0.9203259,0.06451228,0.0002531848,0.0003853185,0.0001061133,0.0003108796,0.0001629786,0.007905736,0.00003403112],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003782762,0.9943544,0.0001817519,0.0001860058,0.00009729563,0.0007211208,0.0002877558,0.000015557,0.0003733709],"genre_scores_gemma":[0.03361696,0.963269,0.0009596612,0.0003878641,0.0000856192,0.001356423,0.0001791083,0.000006957071,0.0001384944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008138509,"threshold_uncertainty_score":0.03424561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1692020543607886,"score_gpt":0.5111245733508951,"score_spread":0.3419225189901065,"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."}}