{"id":"W4415749102","doi":"10.1007/978-3-032-03833-3_8","title":"What Are We Talking About When We Talk About Spread of Brain Health Interventions: Improving Life in Rugged Landscapes","year":2025,"lang":"en","type":"book-chapter","venue":"Integrated science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Distrust; Psychological intervention; Dance; Indigenous; The Internet; Intervention (counseling); Health care; Key (lock)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01392252,0.0004307856,0.001055525,0.001746208,0.0007808268,0.0008294243,0.002098557,0.0003935406,0.0006014808],"category_scores_gemma":[0.01340504,0.000398826,0.000344176,0.001250845,0.002592087,0.001550117,0.0004821538,0.001344802,0.00002657612],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252368,"about_ca_system_score_gemma":0.008532221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008530116,"about_ca_topic_score_gemma":0.0485411,"domain_scores_codex":[0.993199,0.001126052,0.001388047,0.001060772,0.001988005,0.001238147],"domain_scores_gemma":[0.9952908,0.00145458,0.001144936,0.0006250648,0.0008451859,0.0006393999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001794165,0.0003831337,0.001081907,0.002832294,0.0001516959,0.0001185609,0.06969007,0.00006410006,0.004583294,0.2114505,0.009753865,0.6997111],"study_design_scores_gemma":[0.002231614,0.001124529,0.002121491,0.2125756,0.0001295563,0.000006958004,0.1045117,0.007127139,0.003346254,0.09052445,0.573286,0.003014722],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0348331,0.2742902,0.02087528,0.09874385,0.01686361,0.01306144,0.001157827,0.001550827,0.5386239],"genre_scores_gemma":[0.3773699,0.03717795,0.008565061,0.002244169,0.0006531876,0.0004010797,0.00005495944,0.0001854074,0.5733483],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6966964,"threshold_uncertainty_score":0.9998463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3129646862898695,"score_gpt":0.5511903776673586,"score_spread":0.2382256913774891,"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."}}