{"id":"W4392791978","doi":"10.46856/grp.22.et183","title":"Trajectories","year":2024,"lang":"en","type":"article","venue":"Global Rheumatology","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wellesley Institute","funders":"","keywords":"Humility; Moderation; Active listening; Psychology; Immunosuppression; Medicine; Cognitive psychology; Intensive care medicine; Psychotherapist; Social psychology; Philosophy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001856902,0.0006732874,0.0003118273,0.001392683,0.005463105,0.006630442,0.001599168,0.002024268,0.2089282],"category_scores_gemma":[0.006339991,0.0002663339,0.0005364257,0.001794324,0.001810526,0.00480886,0.005976476,0.002598173,0.07845318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006058915,"about_ca_system_score_gemma":0.01239107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02765864,"about_ca_topic_score_gemma":0.0326512,"domain_scores_codex":[0.998166,0.0004386103,0.00007839043,0.0003311805,0.0004264667,0.0005593314],"domain_scores_gemma":[0.9975992,0.0001595383,0.0001686275,0.0001685161,0.001019697,0.0008844595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001175327,0.0001035374,0.01627239,0.0002521737,0.00002122711,0.0009038185,0.01301327,0.0005423906,0.000382079,0.5097494,0.3106949,0.1479473],"study_design_scores_gemma":[0.00001253901,0.00003205712,0.003913677,0.0003770668,0.000006800496,0.0004743742,0.008486805,0.0002411324,0.0001580648,0.05174978,0.9345295,0.00001825983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01788314,0.001772181,0.01705815,0.03427688,0.001178576,0.0005069225,0.006756389,0.0006598486,0.9199079],"genre_scores_gemma":[0.2336804,0.005424106,0.02173716,0.009372992,0.0002708421,0.0009392942,0.01032444,0.000815551,0.7174352],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7910718,"threshold_uncertainty_score":0.6989344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121906418285069,"score_gpt":0.2967358767649758,"score_spread":0.2845452349364689,"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."}}