{"id":"W4382516736","doi":"10.21203/rs.3.rs-3038199/v1","title":"Medication-free treatment in mental health care: How does it differ from traditional treatment?","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Akershus Universitetssykehus","keywords":"Norwegian; Psychosocial; Feeling; Mental health; Medicine; Openness to experience; Health care; Psychiatry; Psychology; 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":[0.03875161,0.0004604382,0.002597896,0.002298174,0.001604273,0.006681154,0.002418899,0.004117943,0.009580384],"category_scores_gemma":[0.107226,0.0004730363,0.0017735,0.004732356,0.005213998,0.009880396,0.002763911,0.005030053,0.001116134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007771207,"about_ca_system_score_gemma":0.01341697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02728399,"about_ca_topic_score_gemma":0.04854116,"domain_scores_codex":[0.9645135,0.02360013,0.002091493,0.001828963,0.006461156,0.001504891],"domain_scores_gemma":[0.9422467,0.03738186,0.005681903,0.002606363,0.007391266,0.004691767],"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":[0.004246186,0.00133728,0.04074384,0.007230488,0.001862222,0.000195874,0.003968897,0.0005361584,0.0001947739,0.08003525,0.09087855,0.7687705],"study_design_scores_gemma":[0.004562305,0.003586025,0.5346424,0.03608577,0.004377555,0.0009217436,0.01907721,0.002343824,0.0005745529,0.2494314,0.1439615,0.0004357961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06132302,0.2032088,0.001268992,0.683787,0.009926652,0.000180948,0.001471868,0.00009850748,0.0387342],"genre_scores_gemma":[0.7376342,0.1317862,0.005124585,0.1065406,0.01375848,0.0004450637,0.001280014,0.0002061139,0.003224656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03875161,"threshold_uncertainty_score":0.2049406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384527759955345,"score_gpt":0.4228529862265337,"score_spread":0.2844002102309992,"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."}}