{"id":"W3103598494","doi":"10.1521/jsyt.2020.39.3.21","title":"Open-Access Single-Session Therapy in the Context of Stepped Care 2.0","year":2020,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Session (web analytics); Mental health; Context (archaeology); Psychology; Population; Process (computing); Health care; Work (physics); Process management; Nursing; Computer science; Business; Medicine; Psychiatry; Engineering; Economic growth; Geography; Economics; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00472476,0.0002556272,0.0002879885,0.0004028939,0.003267671,0.003078298,0.001801919,0.00114956,0.004800242],"category_scores_gemma":[0.004947199,0.0001851486,0.0005795531,0.0004477489,0.003562345,0.002178643,0.007852321,0.002511726,0.0003894178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00673473,"about_ca_system_score_gemma":0.02557731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03237177,"about_ca_topic_score_gemma":0.127064,"domain_scores_codex":[0.9953636,0.003131259,0.00007460169,0.0002467555,0.0005853211,0.0005983919],"domain_scores_gemma":[0.9972376,0.0009079772,0.0001109087,0.0001940582,0.0002119459,0.001337452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007385101,0.008778297,0.0182073,0.001573366,0.0001787606,0.002234643,0.1144041,0.005957105,0.00216276,0.1899134,0.04276962,0.6130821],"study_design_scores_gemma":[0.001476198,0.005792209,0.06757715,0.005920235,0.0003057083,0.005247227,0.188748,0.0270759,0.004892876,0.3597782,0.3327652,0.0004210443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6664283,0.00336398,0.09250931,0.05058417,0.001195119,0.002399247,0.0002416504,0.0006618997,0.1826164],"genre_scores_gemma":[0.9509883,0.0009627492,0.03664121,0.002693408,0.00004731664,0.0008010663,0.00006029619,0.00003475524,0.007770923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03237177,"threshold_uncertainty_score":0.0643667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.434206857944389,"score_gpt":0.4849664561589967,"score_spread":0.05075959821460768,"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."}}