{"id":"W4417183901","doi":"10.1177/26323524251396994","title":"Connecting communities across the globe: Atlas protocol","year":2025,"lang":"en","type":"article","venue":"Palliative Care and Social Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hospice Palliative Care Association","funders":"","keywords":"Protocol (science); Palliative care; Citizen journalism; Public health; Health care; Participatory action research","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":[0.0005280176,0.0001024758,0.0002051917,0.00001456051,0.001331344,0.00006858422,0.00005989789,0.00009132523,0.00001434406],"category_scores_gemma":[0.001153069,0.00007269694,0.00005983487,0.0001591172,0.0001170766,0.000113503,0.00008262423,0.0004107687,0.000007673213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007188,"about_ca_system_score_gemma":0.0002020804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212869,"about_ca_topic_score_gemma":0.0004208933,"domain_scores_codex":[0.9989656,0.0003179334,0.0001842439,0.0001034921,0.0001546525,0.0002740754],"domain_scores_gemma":[0.9973361,0.001849071,0.0001202983,0.0001106791,0.0005350146,0.00004887264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005416852,0.0003932705,0.1098457,0.004741412,0.000695579,0.0001061084,0.5667534,0.000002645427,0.00004782254,0.06297765,0.03393342,0.2150861],"study_design_scores_gemma":[0.0007634932,0.00008268163,0.01097864,0.00009686947,0.00005627166,0.000003040144,0.3833027,0.0000150965,0.00003022828,0.0001787779,0.6044316,0.00006054039],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.375726,0.002364994,0.0003997579,0.0921666,0.0007324537,0.06899288,0.0001100461,0.0002324456,0.4592748],"genre_scores_gemma":[0.9797804,0.00006275989,0.0001461975,0.01316096,0.0002431601,0.006289333,0.00001962786,0.000008228074,0.0002893775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6040543,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05952030465961886,"score_gpt":0.4610828020353115,"score_spread":0.4015624973756926,"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."}}