{"id":"W3092264437","doi":"10.1111/hsc.13189","title":"Filling the gap: Mental health and psychosocial paramedicine programming in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Humber Polytechnic","funders":"York University","keywords":"Mental health; Psychosocial; Referral; Mental healthcare; Medicine; Nursing; Social work; Psychiatry","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":[0.001249541,0.0002349491,0.0002933401,0.0007522671,0.01558362,0.002701004,0.002012255,0.0009543184,0.003398432],"category_scores_gemma":[0.003663411,0.0005368252,0.0002628553,0.001923434,0.003134778,0.001000372,0.003216643,0.002021858,0.0001960701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.128677,"about_ca_system_score_gemma":0.2767595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957036,"about_ca_topic_score_gemma":0.9991617,"domain_scores_codex":[0.997617,0.0004826564,0.00007396202,0.0001641633,0.0004420222,0.00122014],"domain_scores_gemma":[0.9916571,0.0006821817,0.0005667139,0.0001120415,0.001359889,0.005621952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003294734,0.0007039626,0.4054511,0.001051689,0.00006241936,0.004511593,0.4493687,0.000657714,0.002056484,0.004808791,0.02986655,0.1011316],"study_design_scores_gemma":[0.00004444537,0.0002266589,0.5128654,0.0005845326,0.00002576774,0.0003399206,0.4228393,0.0004479654,0.0002212104,0.0003912656,0.06195131,0.00006224127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665137,0.001625453,0.0002478719,0.01658342,0.0001030353,0.0002883738,0.0004386051,0.00002134009,0.01417834],"genre_scores_gemma":[0.9881762,0.001756764,0.0007313127,0.002789111,0.00002488074,0.0001143315,0.000173247,0.00001885877,0.006215343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.128677,"threshold_uncertainty_score":0.9336212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07874857277037019,"score_gpt":0.3609947164406035,"score_spread":0.2822461436702334,"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."}}