{"id":"W3084622588","doi":"10.2196/21155","title":"Smart Indigenous Youth: The Smart Platform Policy Solution for Systems Integration to Address Indigenous Youth Mental Health","year":2020,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Community Health and Development","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Mental health; Participatory action research; Community-based participatory research; Curriculum; Public relations; Citizen journalism; Political science; Sociology; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001483381,0.0002387584,0.0003592538,0.0002319077,0.004852279,0.00009033816,0.0002563465,0.0001753943,0.000006838781],"category_scores_gemma":[0.0002871946,0.000187828,0.00006606615,0.0006148715,0.00001929257,0.000122467,0.0002782391,0.0006721041,0.00003023073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365073,"about_ca_system_score_gemma":0.001802365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071276,"about_ca_topic_score_gemma":0.002007074,"domain_scores_codex":[0.9971408,0.0002719416,0.0009232848,0.000313804,0.0003360244,0.001014156],"domain_scores_gemma":[0.9981219,0.0003375732,0.0005303012,0.0002408056,0.0001806516,0.0005888332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002137035,0.00007509004,0.05960011,0.00161541,0.0000227152,3.58642e-7,0.9059962,0.0000149071,0.000004065646,0.0002383787,0.00420232,0.02801671],"study_design_scores_gemma":[0.005039605,0.002604419,0.11393,0.001014711,0.0001817928,0.000008381792,0.7590057,0.004125803,0.000007252466,0.0002202622,0.1123548,0.001507343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728259,0.002010564,0.003730615,0.007458548,0.001725642,0.01041076,0.001179781,0.000175593,0.0004826211],"genre_scores_gemma":[0.9899469,0.0004869599,0.0002419149,0.005740814,0.001695029,0.0006290447,0.001072681,0.00003893774,0.0001477438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469906,"threshold_uncertainty_score":0.9964433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453005795172879,"score_gpt":0.4000908530109592,"score_spread":0.2547902734936713,"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."}}