{"id":"W4401484878","doi":"10.1002/mhw.34149","title":"In Case You Haven't Heard…","year":2024,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Corporation; Agency (philosophy); Neglect; Haven; Safe haven; Health care; Psychology; Mental health care; Gerontology; Business; Medicine; Psychiatry; Sociology; Geography; Economic growth; Finance; Economics; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001760074,0.000508265,0.0005146126,0.0006149322,0.008689949,0.005350737,0.001307682,0.005258849,0.2318065],"category_scores_gemma":[0.01190899,0.000456443,0.000631681,0.0003353637,0.002893735,0.006352939,0.00488461,0.01060694,0.1243182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130364,"about_ca_system_score_gemma":0.002902699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0140216,"about_ca_topic_score_gemma":0.02680928,"domain_scores_codex":[0.9979493,0.0004774448,0.00007815189,0.0002220388,0.0005872431,0.0006858598],"domain_scores_gemma":[0.9958903,0.0003693105,0.0002182501,0.0002544569,0.0009901234,0.002277649],"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":[0.00002446411,0.00007956763,0.001332281,0.00004208708,0.000007242287,0.0008182583,0.003065709,0.000009863327,0.0001535991,0.002607729,0.962239,0.02962028],"study_design_scores_gemma":[0.0000135907,0.00003367665,0.0009791068,0.0001934601,0.000005654165,0.001006222,0.01212099,0.00002643959,0.00008566705,0.00160364,0.9839112,0.00002036765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01389263,0.005208612,0.00211788,0.4919813,0.04676808,0.0002177505,0.0007897468,0.001085141,0.437939],"genre_scores_gemma":[0.04371714,0.00335109,0.001399433,0.277234,0.004403274,0.0001775602,0.0004020216,0.0004298862,0.6688857],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2318065,"threshold_uncertainty_score":0.7754701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06924559796074006,"score_gpt":0.4751742103604033,"score_spread":0.4059286123996633,"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."}}