{"id":"W4405664232","doi":"10.1186/s40359-024-02294-4","title":"Assessing attitudes toward seeking psychological professional help among adolescents: the roles of demographics and self-esteem","year":2024,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"Sultan Qaboos University","keywords":"Moderation; Demographics; Self-esteem; Psychology; Scale (ratio); Population; Clinical psychology; Help-seeking; Multilevel model; Social psychology; Demography; Mental health; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002025341,0.000206296,0.000209406,0.0007203776,0.0002485972,0.0004798604,0.0001852106,0.0002474456,0.001219678],"category_scores_gemma":[0.003670172,0.0001475181,0.0003398244,0.0004199618,0.0002594087,0.0003351408,0.000319893,0.0005348228,0.0001719115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185897,"about_ca_system_score_gemma":0.00043523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120932,"about_ca_topic_score_gemma":0.002926363,"domain_scores_codex":[0.9995269,0.0002151816,0.00005591746,0.0000296955,0.0001191452,0.00005328369],"domain_scores_gemma":[0.9963273,0.0009528655,0.001572234,0.0000976993,0.0004730036,0.0005769019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001336251,0.00005426482,0.9977737,0.00001062308,0.00001070724,0.00001155355,0.0002515261,0.000009544307,0.00008361217,0.000008970015,0.00002173879,0.001750392],"study_design_scores_gemma":[0.00000163296,0.0001382246,0.9988912,0.00001169965,0.000009220305,0.00005799333,0.000643192,0.00006402963,0.00008164209,0.00001197942,0.00008783704,0.000001367797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995238,0.00007495758,0.00004645925,0.00002584397,0.000002092155,0.00001389826,0.0000437605,0.000001086452,0.000268085],"genre_scores_gemma":[0.9994909,0.00009145524,0.0001896199,0.00001412764,0.000003247563,0.00001881112,0.00007479959,4.815007e-7,0.0001166901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002025341,"threshold_uncertainty_score":0.01071113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05223343349393795,"score_gpt":0.3792967672467727,"score_spread":0.3270633337528348,"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."}}