{"id":"W4389222400","doi":"10.15273/hpj.v3i3.11973","title":"Crossroads Interdisciplinary Health Research Conference Abstracts 2023","year":2023,"lang":"en","type":"article","venue":"Healthy Populations Journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Library science; Order (exchange); Medical education; Computer science; Engineering ethics; Medicine; Engineering; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008335542,0.001467432,0.001164852,0.004938803,0.002056973,0.0100699,0.002007236,0.003636458,0.7389314],"category_scores_gemma":[0.02007589,0.001023655,0.001303262,0.004276322,0.0005020222,0.002979231,0.005407523,0.004220042,0.5229697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002618636,"about_ca_system_score_gemma":0.008480607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357374,"about_ca_topic_score_gemma":0.005489389,"domain_scores_codex":[0.9950106,0.0008933014,0.0005656386,0.0004711367,0.002367778,0.0006915557],"domain_scores_gemma":[0.9637809,0.00372007,0.001893706,0.001466958,0.0177685,0.01136993],"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":[0.00002692636,0.000014204,0.00002988805,0.0001204806,0.000003371305,0.00001373976,0.000008676831,0.000007000099,0.00006352324,0.000188484,0.9891576,0.01036616],"study_design_scores_gemma":[0.00003256617,0.00002856254,0.0006883212,0.0003402849,0.000005235098,0.00003868812,0.00007674909,0.00002554866,0.00009390196,0.0003847126,0.9982762,0.000009166222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00175103,0.01460547,0.00284172,0.06159147,0.2120026,0.00164034,0.03659539,0.003356921,0.665615],"genre_scores_gemma":[0.005321037,0.008245755,0.002364661,0.0100578,0.03822988,0.001046032,0.02192863,0.001387296,0.911419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7389314,"threshold_uncertainty_score":0.3723826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5572772164068098,"score_gpt":0.5908012935287472,"score_spread":0.03352407712193739,"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."}}