{"id":"W6940021316","doi":"10.6084/m9.figshare.c.3676612","title":"Simulation and mental health outcomes: a scoping review","year":2017,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Grey literature; Identification (biology); Variety (cybernetics); Systematic review; MEDLINE","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":[0.02118563,0.002023363,0.005906847,0.02498155,0.001855197,0.006982442,0.002337027,0.00458171,0.007950253],"category_scores_gemma":[0.1127486,0.001539308,0.005794948,0.02233227,0.001915821,0.004986671,0.003677619,0.002608906,0.0009453691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006834634,"about_ca_system_score_gemma":0.02515234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00827982,"about_ca_topic_score_gemma":0.01217856,"domain_scores_codex":[0.9804981,0.008485992,0.006378576,0.0008840747,0.003197188,0.0005561371],"domain_scores_gemma":[0.8766587,0.1041349,0.008363348,0.001307617,0.008848776,0.0006866248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001807477,0.0001006074,0.0009553739,0.8028781,0.001373767,0.0002317862,0.001126221,0.0004838419,0.0001609461,0.002343879,0.0045578,0.185607],"study_design_scores_gemma":[0.00002469097,0.00008286645,0.00100206,0.9760984,0.00213543,0.0001939153,0.0005919776,0.0001087802,0.00008034219,0.0006593069,0.01900406,0.00001811136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007363506,0.9960008,0.0003135456,0.000900181,0.0002821384,0.0005290892,0.0001694652,0.000008235944,0.001060209],"genre_scores_gemma":[0.006752885,0.990679,0.0006998144,0.0003873755,0.0001392641,0.001044161,0.0001557034,0.00000527773,0.0001366104],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02498155,"threshold_uncertainty_score":0.1120416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08154656266178684,"score_gpt":0.3511354887782773,"score_spread":0.2695889261164904,"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."}}