{"id":"W7045951855","doi":"","title":"Consumer engagement in the orbit (online, recovery-focused, bipolar individual therapy) project","year":2018,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Conceptualization; Intervention (counseling); Consumer behaviour; Citizen journalism; Quality (philosophy); Community engagement; Public engagement","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008083104,0.000308701,0.0005104511,0.002573809,0.002108119,0.00001541354,0.002111482,0.00064462,0.001460972],"category_scores_gemma":[0.0003441701,0.0002527187,0.0001321343,0.003499589,0.001564695,0.0002512905,0.00102356,0.003328502,0.0003486529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005261609,"about_ca_system_score_gemma":0.001360019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005323658,"about_ca_topic_score_gemma":0.00346413,"domain_scores_codex":[0.9931971,0.002328498,0.000727788,0.0006982426,0.001375926,0.001672396],"domain_scores_gemma":[0.996587,0.0009373127,0.0003403345,0.001201438,0.0007664409,0.0001675018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003076314,0.003758991,0.5792907,0.001081016,0.0004954507,0.0002455705,0.03237825,0.000001897385,0.001294989,0.00808154,0.1429612,0.2273341],"study_design_scores_gemma":[0.005127517,0.003505782,0.01757658,0.0008944834,0.00003189618,0.000003862225,0.0561339,0.00003748767,0.000726084,0.002909024,0.9127101,0.0003433212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783513,0.002423376,0.00004869459,0.004553537,0.0003442429,0.004431959,0.0002269428,0.0001631736,0.009456769],"genre_scores_gemma":[0.9855638,0.006829082,0.002999811,0.0009499195,0.000276672,0.00005664693,0.000252487,0.00004821693,0.003023326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7697489,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3755610319972822,"score_gpt":0.4580465457408543,"score_spread":0.08248551374357205,"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."}}