{"id":"W4372349062","doi":"10.52678/001c.74363","title":"Didactic Recommendations for Teaching About Integrated Care in Human Services Addiction Education","year":2023,"lang":"en","type":"article","venue":"Journal of Human Services","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University","funders":"","keywords":"Addiction; Transformative learning; Experiential learning; Reflection (computer programming); Psychology; Addiction treatment; Pedagogy; Engineering ethics; Medical education; Medicine; Computer science; Engineering; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001023925,0.0001506617,0.0002559928,0.0008056716,0.001443907,0.00005371705,0.0002825928,0.0001681641,0.0004371413],"category_scores_gemma":[0.00004333764,0.0001308242,0.00008199225,0.0005130193,0.00001455634,0.0007874743,0.00004193044,0.0007846997,0.00005690403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092361,"about_ca_system_score_gemma":0.001015771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007775539,"about_ca_topic_score_gemma":0.007667399,"domain_scores_codex":[0.9977677,0.0005140385,0.00104663,0.000171732,0.0002401746,0.0002596657],"domain_scores_gemma":[0.9971629,0.0002315368,0.001096155,0.0001667167,0.00125007,0.00009255855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001108105,0.001599124,0.1383415,0.0070339,0.0003058461,0.000005753711,0.6040773,0.0001649347,0.04229489,0.03131071,0.1279806,0.04577725],"study_design_scores_gemma":[0.001501256,0.0003888585,0.0966896,0.005950833,0.0000856543,0.000002936635,0.7160657,0.0003661924,0.0001880064,0.003715312,0.1747966,0.0002490746],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888208,0.0002534133,0.00002133537,0.004227464,0.003243129,0.0006004205,0.00003320252,0.00006458571,0.002735687],"genre_scores_gemma":[0.9938231,0.00003684953,0.0004886641,0.001400507,0.0009496224,0.00018957,0.001015644,0.00003088834,0.002065175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119884,"threshold_uncertainty_score":0.9998561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008471851694958,"score_gpt":0.478819137899072,"score_spread":0.4487344193821224,"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."}}