{"id":"W6923622755","doi":"10.1371/journal.pone.0281733.s002","title":"Study participants.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Citizen journalism; Health care; Ethnography; Big data; Primary health care; Indigenous; Space (punctuation); Participatory evaluation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004826052,0.0006276282,0.001116703,0.001094782,0.006797883,0.003145779,0.001446546,0.002090435,0.2133376],"category_scores_gemma":[0.008073771,0.0006340101,0.0002491076,0.001205401,0.0009712337,0.001723925,0.00318049,0.002726123,0.05482374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003765301,"about_ca_system_score_gemma":0.01528372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03327438,"about_ca_topic_score_gemma":0.06110121,"domain_scores_codex":[0.9979038,0.0006360413,0.0001314615,0.0003445709,0.0003930465,0.0005910875],"domain_scores_gemma":[0.9967257,0.0004557425,0.0001142671,0.0002331488,0.001225041,0.001246119],"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":[0.001761279,0.001243535,0.009205255,0.001627884,0.00001064579,0.002422883,0.1056226,0.00006469008,0.001403999,0.01450669,0.7165445,0.1455861],"study_design_scores_gemma":[0.0002951037,0.000302532,0.006538206,0.001225323,0.00001310049,0.0006086747,0.09664197,0.00008167622,0.0003521157,0.002913348,0.8909837,0.00004418645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1803866,0.01021924,0.01182576,0.04874822,0.01470492,0.1146283,0.06968319,0.0007365741,0.5490671],"genre_scores_gemma":[0.215618,0.006191969,0.01451001,0.03758122,0.0009441692,0.1816719,0.009880796,0.0002878965,0.533314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7866624,"threshold_uncertainty_score":0.7136853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7116583425949076,"score_gpt":0.5480391038626078,"score_spread":0.1636192387322998,"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."}}