{"id":"W4320733027","doi":"10.32388/1ew31h","title":"Review of: \"The Effect of Group-Based Family Orientation to Community Mental Health Services\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Group (periodic table); Orientation (vector space); Psychology; Clinical psychology; Psychiatry; Mathematics; Chemistry; Geometry","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":[0.06655993,0.001201647,0.006440021,0.01079592,0.003053684,0.00684893,0.005702275,0.007375416,0.0385764],"category_scores_gemma":[0.2467264,0.001177522,0.003325799,0.008625267,0.003399812,0.004115755,0.003303017,0.004196027,0.01087303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006305434,"about_ca_system_score_gemma":0.03598551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218326,"about_ca_topic_score_gemma":0.04102191,"domain_scores_codex":[0.9641879,0.01458073,0.006203747,0.001335589,0.01266271,0.001029253],"domain_scores_gemma":[0.6123933,0.192278,0.02005967,0.00596671,0.1577514,0.01155101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002702864,0.000053582,0.0001957354,0.02770131,0.0002862214,0.00003204948,0.00009485133,0.00001608055,0.00005059934,0.0004151241,0.9082062,0.0626779],"study_design_scores_gemma":[0.001160063,0.0003417642,0.01373128,0.1384214,0.00252967,0.0002261465,0.0004605009,0.0001058284,0.0001707004,0.0009947218,0.8417701,0.00008787079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0008960022,0.5420853,0.0004376599,0.2444384,0.1931158,0.001577209,0.004781729,0.0002525196,0.01241532],"genre_scores_gemma":[0.01072109,0.7136705,0.002416261,0.1234944,0.1231124,0.002151444,0.004209536,0.0002996812,0.01992474],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06655993,"threshold_uncertainty_score":0.3520067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.091654210506305,"score_gpt":0.5246047084597448,"score_spread":0.4329504979534398,"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."}}