{"id":"W4392112765","doi":"10.15173/m.v1i44.3617","title":"Sounding the Alarm: The Code Red Project and Poverty’s Grip on Healthcare","year":2024,"lang":"en","type":"article","venue":"The Meducator","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; ALARM; Poverty; Depth sounding; Medicine; Geography; Economics; Economic growth; Engineering; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.006214548,0.0003348521,0.000484047,0.001075268,0.01226509,0.008599117,0.002212057,0.007510763,0.01046384],"category_scores_gemma":[0.01857763,0.0005149455,0.0004508811,0.001576557,0.01301257,0.004225155,0.009482093,0.009938154,0.0009215434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03687425,"about_ca_system_score_gemma":0.1168406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7345845,"about_ca_topic_score_gemma":0.8782284,"domain_scores_codex":[0.9922187,0.001814521,0.0001561896,0.0002908343,0.002336329,0.00318354],"domain_scores_gemma":[0.9720881,0.007369224,0.0008872643,0.0007759002,0.00357663,0.01530292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005797943,0.00004182447,0.005781434,0.0001662716,0.00001789388,0.000242468,0.006765922,0.0001432119,0.0001603542,0.07942738,0.8437456,0.06344961],"study_design_scores_gemma":[0.00005872204,0.0000584689,0.02467283,0.001237028,0.00003071906,0.0001902513,0.02463755,0.0003440047,0.0002875087,0.03147029,0.9169041,0.0001085111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01050325,0.004018863,0.0002332399,0.9721829,0.001281171,0.00001401857,0.000175712,0.00004146243,0.01154936],"genre_scores_gemma":[0.3254619,0.01353568,0.002388187,0.6008844,0.002030091,0.0001458409,0.0003960507,0.0002753525,0.05488253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7345845,"threshold_uncertainty_score":0.5339572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1391397501746446,"score_gpt":0.5100890761270975,"score_spread":0.3709493259524529,"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."}}