{"id":"W2552875496","doi":"10.5430/ijhe.v6n1p48","title":"The Development, Validity, and Reliability of the Barriers to Seeking Psychological Help Scale for College Students","year":2016,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Scale (ratio); Confirmatory factor analysis; Convergent validity; Exploratory factor analysis; Reliability (semiconductor); Incremental validity; Sample (material); Predictive validity; Clinical psychology; Construct validity; Social psychology; Validity; Applied psychology; Internal consistency; Psychometrics; Structural equation modeling; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005644991,0.0003425447,0.0005457253,0.001525001,0.0007267344,0.0009051221,0.0005249267,0.0004417607,0.001252692],"category_scores_gemma":[0.01356582,0.0003932952,0.0007034739,0.000892972,0.000542507,0.000808469,0.001120521,0.001171678,0.000244062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007581259,"about_ca_system_score_gemma":0.001846459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002082411,"about_ca_topic_score_gemma":0.004960972,"domain_scores_codex":[0.9976083,0.0007286542,0.0004008011,0.0001089868,0.0009805221,0.0001727576],"domain_scores_gemma":[0.9927694,0.00255519,0.001425878,0.00033096,0.0019504,0.0009682945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003180336,0.001466756,0.8988569,0.000212218,0.0001505226,0.000174671,0.004583966,0.0004220101,0.003171525,0.0007692601,0.001741719,0.0881324],"study_design_scores_gemma":[0.00007796748,0.0007097616,0.9919837,0.0001078614,0.00003475322,0.0001388752,0.002274157,0.00156356,0.0005073858,0.0004049746,0.002168286,0.00002870798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995407,0.0001720898,0.001136441,0.0002551488,0.00003854346,0.0007622807,0.0001515903,0.00002098335,0.002055977],"genre_scores_gemma":[0.9886751,0.0002273105,0.008964553,0.00007962096,0.00001733825,0.001154934,0.0003488825,0.000008603559,0.0005235947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005644991,"threshold_uncertainty_score":0.02985394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04600829486700426,"score_gpt":0.4535885594382094,"score_spread":0.4075802645712052,"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."}}