{"id":"W3045355705","doi":"10.1186/s12909-020-02143-z","title":"A student-led curriculum framework for homeless and vulnerably housed populations","year":2020,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; McMaster University; Université de Sherbrooke; University of Manitoba; University of Toronto; Bruyère; University of Ottawa","funders":"Inner City Health Associates; Canadian Medical Association","keywords":"Curriculum; Medical education; Health care; Mental health; Medicine; Public health; Nursing; Psychology; Pedagogy; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004062334,0.0001118126,0.0003526359,0.00003855293,0.0005956022,0.00002073057,0.0001240302,0.0003123695,0.0005843817],"category_scores_gemma":[0.005199178,0.00009693582,0.00004779812,0.0002239996,0.00004818219,0.0000787207,0.00005288686,0.0004080516,0.00004704497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000537333,"about_ca_system_score_gemma":0.001544713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003469083,"about_ca_topic_score_gemma":0.001899218,"domain_scores_codex":[0.9984016,0.0003325928,0.0003902466,0.0002498965,0.0003502157,0.0002754274],"domain_scores_gemma":[0.9983687,0.0006876602,0.0001393734,0.0001247438,0.000169884,0.0005096004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003185611,0.0004425405,0.6313023,0.0009095638,0.00001910638,5.577979e-7,0.07579739,0.000001776732,0.00000481518,0.2729147,0.001898591,0.01667679],"study_design_scores_gemma":[0.002797678,0.0001786391,0.484558,0.001113366,0.000125533,2.548428e-7,0.4649736,0.002847044,0.000005446074,0.02613635,0.01674437,0.0005196906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489658,0.0004414647,0.04030726,0.007164699,0.00166115,0.00103107,0.000009267677,0.0001184154,0.000300853],"genre_scores_gemma":[0.9881937,0.00008014061,0.006666902,0.001993741,0.002081794,0.0007791945,0.00006897339,0.00002489217,0.0001106509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3891762,"threshold_uncertainty_score":0.639857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09110942341049601,"score_gpt":0.4958252208290261,"score_spread":0.4047157974185301,"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."}}