{"id":"W4293481499","doi":"10.1177/10497323221121209","title":"The Good, the Bad, and the Vision: Exploring the Mental Health Care Experiences of Transitional-Aged Youth Using the Photovoice Method","year":2022,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; Registered Nurses’ Foundation of Ontario","keywords":"Photovoice; Mental health; Photo elicitation; Focus group; Nexus (standard); Psychology; Population; Distress; Nursing; Psychiatry; Medicine; Clinical psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.08056289,0.0002384575,0.0004835667,0.0001174807,0.04247708,0.00005779511,0.001103736,0.00006240462,0.0001179857],"category_scores_gemma":[0.0009691959,0.00009190146,0.0001484783,0.001476424,0.001796132,0.000145447,0.0006473752,0.003994176,0.000005343319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007600127,"about_ca_system_score_gemma":0.003832486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213408,"about_ca_topic_score_gemma":0.001521356,"domain_scores_codex":[0.8837913,0.1103556,0.001306306,0.0004875428,0.002615621,0.001443635],"domain_scores_gemma":[0.9619717,0.03582139,0.0006232408,0.0007623527,0.0005566987,0.0002645993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007695517,0.00002949039,0.0001280911,0.0003676554,0.00002619442,4.243184e-7,0.9827539,0.00001382662,0.000003297754,0.007614299,0.004365109,0.00392819],"study_design_scores_gemma":[0.001129943,0.0003524504,0.0007977369,0.0001381944,0.000007996971,0.000002789683,0.9721801,0.0002849173,0.000003997217,0.0007014433,0.02430957,0.00009090032],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4534171,0.04649217,0.0007355489,0.4851174,0.001483025,0.01156891,0.000698019,0.00004704018,0.0004407711],"genre_scores_gemma":[0.9847314,0.002981818,0.0003078658,0.008241974,0.0005720297,0.002814398,0.00004425451,0.00004229233,0.0002640189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5313143,"threshold_uncertainty_score":0.9983037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6167440355538806,"score_gpt":0.6602064172314938,"score_spread":0.04346238167761318,"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."}}