{"id":"W7109695598","doi":"10.5281/zenodo.17840205","title":"Investigating the attitudes of Canadian paramedic students towards homelessness.","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Health care; Health professionals; Quality (philosophy); Social care; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001821373,0.0004170982,0.0003968501,0.00168679,0.007066254,0.002409849,0.00107175,0.0008898422,0.003376388],"category_scores_gemma":[0.004913163,0.000450976,0.0005937837,0.001951967,0.001989739,0.0005419787,0.001543903,0.00221799,0.0006265867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02268865,"about_ca_system_score_gemma":0.03498192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9722708,"about_ca_topic_score_gemma":0.9853246,"domain_scores_codex":[0.9982626,0.000134335,0.00005029632,0.0000837288,0.0007185508,0.0007504896],"domain_scores_gemma":[0.9935092,0.000313567,0.000772875,0.00007258256,0.002940263,0.002391344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002156873,0.001446617,0.8787413,0.0001331234,0.00003569945,0.0003153478,0.09001876,0.00003979759,0.001011927,0.0002352573,0.003437207,0.02436925],"study_design_scores_gemma":[0.00002186863,0.0005074135,0.8949491,0.00007421857,0.00002174826,0.0001175826,0.09857451,0.00009679419,0.000175691,0.0000379322,0.005386584,0.00003647507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967738,0.0001534132,0.00002337812,0.0004565164,0.00002563493,0.00008255777,0.0001585405,0.000002496804,0.002323619],"genre_scores_gemma":[0.9938096,0.0004665941,0.0001426638,0.0006204069,0.00001895673,0.00005630526,0.0001978342,0.000003348661,0.004684234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02772915,"threshold_uncertainty_score":0.1646185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08474113714013062,"score_gpt":0.3690039765955449,"score_spread":0.2842628394554143,"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."}}