{"id":"W4206911422","doi":"10.21203/rs.3.rs-1239811/v1","title":"Exploring How to Enhance Care and Pathways Between the Emergency Department and Integrated Youth Services for Young People With Mental Health and Substance Use Concerns.","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care Research Institute; Providence Health Care; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Mental health; Snowball sampling; Thematic analysis; Emergency department; Referral; Psychology; Interpersonal communication; Phone; Nursing; Medicine; Psychiatry; Qualitative research; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01229831,0.0003812317,0.0003246642,0.001360568,0.01378542,0.006056813,0.002494683,0.001724826,0.004307589],"category_scores_gemma":[0.01696134,0.0004028313,0.0006348142,0.001216637,0.004773672,0.005415122,0.01027424,0.003415802,0.0003776073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01977064,"about_ca_system_score_gemma":0.09122476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1175433,"about_ca_topic_score_gemma":0.3393964,"domain_scores_codex":[0.9922124,0.005350766,0.0002007476,0.0002527573,0.0005454259,0.001437956],"domain_scores_gemma":[0.9912958,0.002686865,0.0007862034,0.0002664983,0.001573886,0.003390719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006590011,0.0005756926,0.02433139,0.001959961,0.0000359163,0.002283434,0.7754217,0.0003655918,0.001010999,0.01652941,0.02863604,0.148784],"study_design_scores_gemma":[0.00002151395,0.00009673945,0.00815688,0.00179425,0.00003093321,0.000220355,0.916749,0.0002704672,0.0003330982,0.003201692,0.06910215,0.00002289569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6452255,0.006432176,0.02233677,0.2192821,0.001279655,0.005337593,0.0004985022,0.0004730613,0.0991347],"genre_scores_gemma":[0.93835,0.004302996,0.04094547,0.00782498,0.00006803002,0.00164112,0.0001647688,0.00005114014,0.006651512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175433,"threshold_uncertainty_score":0.2337182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3301119453024518,"score_gpt":0.4835221135892422,"score_spread":0.1534101682867904,"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."}}