{"id":"W3115432760","doi":"10.1556/2006.2020.00096","title":"Expanding on the multidisciplinary stakeholder framework to minimize harms for problematic risk-taking involving emerging technologies. •","year":2021,"lang":"en","type":"article","venue":"Journal of Behavioral Addictions","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; McMaster University; Centre for Addiction and Mental Health","funders":"","keywords":"Multidisciplinary approach; Stakeholder; Harm; Emerging technologies; Business; Intervention (counseling); Quality (philosophy); Public relations; Knowledge management; Psychology; Political science; Social psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005683988,0.0001847556,0.0003000409,0.0003272183,0.0006723962,0.0001198046,0.0003218244,0.0001390373,0.0005159404],"category_scores_gemma":[0.0006812059,0.0001379855,0.000349328,0.0005851348,0.0000635847,0.0002272867,0.0001320638,0.0008046661,0.00004740633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621713,"about_ca_system_score_gemma":0.00006751358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001676526,"about_ca_topic_score_gemma":0.00002415148,"domain_scores_codex":[0.9979615,0.0001243845,0.0009647844,0.0002505053,0.0002892486,0.0004095981],"domain_scores_gemma":[0.9973128,0.0006105478,0.001310701,0.0003844366,0.0002567978,0.0001246484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001773585,0.02792269,0.113848,0.0007704293,0.00205039,0.001231698,0.06749913,0.002776264,0.0126388,0.08668878,0.0875121,0.5952882],"study_design_scores_gemma":[0.007701003,0.01281053,0.2126595,0.02852064,0.002895187,0.002173128,0.5533731,0.0005872384,0.02277674,0.1452402,0.008803606,0.002459144],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559585,0.0004966875,0.0270206,0.01080973,0.003951431,0.0009101998,0.0002350427,0.0001402389,0.0004775662],"genre_scores_gemma":[0.9727116,0.00001036932,0.02606199,0.0001148598,0.0001462913,0.0003522457,0.000006460763,0.00004024033,0.0005559438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.592829,"threshold_uncertainty_score":0.5649185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1708618075269163,"score_gpt":0.4402130511535054,"score_spread":0.269351243626589,"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."}}