{"id":"W4401352726","doi":"10.1097/j.pain.0000000000003358","title":"NaViGating arthritis pain","year":2024,"lang":"en","type":"article","venue":"Pain","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Arthritis; Medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0007413409,0.000712052,0.0004924116,0.0007249577,0.0009284017,0.003090442,0.0009141833,0.001843115,0.04039523],"category_scores_gemma":[0.002566754,0.0002288747,0.0005300761,0.0004452867,0.0008996512,0.002257221,0.002573948,0.002127935,0.01310214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004894119,"about_ca_system_score_gemma":0.001564804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009150391,"about_ca_topic_score_gemma":0.00284061,"domain_scores_codex":[0.9994599,0.0001332786,0.00003178308,0.00008772318,0.0001750694,0.0001122969],"domain_scores_gemma":[0.9993542,0.0001494761,0.00007814555,0.00004568012,0.0001368682,0.0002356821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004165993,0.0003076597,0.003394736,0.002434765,0.00009344094,0.0008054256,0.001246986,0.001105512,0.01521398,0.02139003,0.1973079,0.756283],"study_design_scores_gemma":[0.0001323292,0.0006778056,0.003738453,0.001734421,0.0001247502,0.002526742,0.001718447,0.002200968,0.003424496,0.03172809,0.9518999,0.00009364325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06069771,0.2127412,0.1262825,0.116124,0.01814833,0.000862268,0.003059661,0.005562991,0.4565213],"genre_scores_gemma":[0.4654955,0.1636504,0.1019933,0.07286339,0.01393664,0.001144761,0.004379422,0.0008995556,0.1756371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04039523,"threshold_uncertainty_score":0.1351355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246083941141422,"score_gpt":0.2972611902952594,"score_spread":0.2848003508838452,"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."}}