{"id":"W7162025786","doi":"10.82308/32159","title":"How do physicians perceive and respond to low income patients?","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Low income; Poison control; Drug compliance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00295761,0.000120352,0.0002773061,0.0008626197,0.001466368,0.002079494,0.0003670319,0.0009306685,0.006285019],"category_scores_gemma":[0.03257826,0.0001589944,0.0001870868,0.000945116,0.001530284,0.001162104,0.001163698,0.0007962157,0.0006026892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001970853,"about_ca_system_score_gemma":0.002174644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285993,"about_ca_topic_score_gemma":0.01620803,"domain_scores_codex":[0.9968396,0.001827855,0.0001933117,0.0002266868,0.0005346682,0.0003778115],"domain_scores_gemma":[0.9846124,0.007113501,0.005239789,0.000270023,0.001344964,0.001419309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002976022,0.0002218643,0.7990217,0.0004899013,0.00005757442,0.0006705245,0.1518154,0.00008214171,0.0007566737,0.0006115275,0.006917804,0.0390572],"study_design_scores_gemma":[0.00003323286,0.0002120589,0.6991428,0.0003379439,0.00003069512,0.00052943,0.2896867,0.0001760134,0.0002007913,0.0005213115,0.009099085,0.00002992642],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862146,0.001253486,0.0001324051,0.007127601,0.00005219007,0.00004018596,0.0001544149,0.000005545914,0.005019618],"genre_scores_gemma":[0.9962463,0.0008310258,0.0001660707,0.001923723,0.00004759934,0.00004406167,0.00006958402,0.00000240759,0.0006691654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01285993,"threshold_uncertainty_score":0.02557015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933258742987373,"score_gpt":0.4231636390019043,"score_spread":0.3738310515720306,"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."}}