{"id":"W6902246373","doi":"10.6084/m9.figshare.25151730","title":"Peer mentoring for people with acquired brain injury – a systematic review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acquired brain injury; Peer mentoring; Inclusion (mineral); Peer review; Peer support; Transparency (behavior); Cognitive disabilities; Peer group; Systematic review","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":[0.01320122,0.001009625,0.005461465,0.005881063,0.0008505048,0.003115701,0.001578243,0.001875169,0.006023216],"category_scores_gemma":[0.06097911,0.0005887951,0.005839332,0.006752767,0.0007780574,0.002739163,0.001381061,0.001340714,0.0003299013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275508,"about_ca_system_score_gemma":0.009787845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493028,"about_ca_topic_score_gemma":0.01165119,"domain_scores_codex":[0.9882329,0.006603028,0.002515758,0.0004711987,0.001922063,0.0002551437],"domain_scores_gemma":[0.9545667,0.03526299,0.006360949,0.0005783445,0.002705245,0.0005258289],"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":[0.0003587068,0.00004725847,0.0007117985,0.9061223,0.008355577,0.00007695139,0.0003730425,0.00007526251,0.00009205074,0.0002161564,0.002183071,0.08138768],"study_design_scores_gemma":[0.000711757,0.0005246591,0.004440318,0.9265847,0.04515838,0.0003693915,0.0005222609,0.0001059913,0.0001537487,0.0004063925,0.02097688,0.00004554261],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001727075,0.9964206,0.0001395741,0.0004296315,0.0001697027,0.0005615116,0.0001591689,0.00001140587,0.0003812991],"genre_scores_gemma":[0.02645376,0.9710255,0.0006915613,0.0005122956,0.0001454334,0.0008596898,0.0001619448,0.000005627476,0.0001441745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01320122,"threshold_uncertainty_score":0.06981558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115000737306428,"score_gpt":0.3952506284141227,"score_spread":0.2837505546834799,"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."}}