{"id":"W2954198319","doi":"10.1111/eip.12821","title":"Invited Commentary: ACCESS Open Minds Family and Carers Council","year":2019,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; CARE Canada; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Context (archaeology); Stakeholder; Confidentiality; Public relations; Psychology; Nursing; Political science; Medicine; Psychiatry; Law; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01751203,0.00126371,0.002757797,0.001398847,0.009315112,0.008146838,0.008161203,0.07484386,0.02813783],"category_scores_gemma":[0.125771,0.001185134,0.002793382,0.00185055,0.008731605,0.01266193,0.006179648,0.08474085,0.009200807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009663542,"about_ca_system_score_gemma":0.03329603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03348698,"about_ca_topic_score_gemma":0.03329719,"domain_scores_codex":[0.9811798,0.007478704,0.001406822,0.001926135,0.005436549,0.002571994],"domain_scores_gemma":[0.902345,0.05879447,0.003109321,0.002328357,0.02073083,0.01269198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001348785,0.000005406554,0.00003542918,0.0001366466,0.000005746318,0.0001961165,0.0003521815,0.000006112766,0.00001260545,0.0005590924,0.9971741,0.001502974],"study_design_scores_gemma":[0.00005051251,0.00002372688,0.0003615605,0.001796554,0.00002664278,0.0005705745,0.002113609,0.00005375854,0.00006017767,0.001833425,0.9930463,0.00006323452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001350196,0.002456663,0.0000512483,0.9441419,0.05140118,0.00002382738,0.0001007904,0.0000237516,0.001665688],"genre_scores_gemma":[0.00154208,0.001495874,0.00007449857,0.9669489,0.02576234,0.00008577146,0.00003545521,0.00003721295,0.004017981],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07484386,"threshold_uncertainty_score":0.09413046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300504824660435,"score_gpt":0.4602068975275111,"score_spread":0.3301564150614676,"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."}}