{"id":"W3134412167","doi":"10.1001/amajethics.2021.281","title":"Cautious Curiosity","year":2021,"lang":"en","type":"article","venue":"The AMA Journal of Ethic","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curiosity; Psychological intervention; Health care; Psychology; Medicine; Social psychology; Psychiatry; Political science","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002940402,0.0000527779,0.0001514825,0.00002849159,0.0008835593,0.000007762431,0.0003871711,0.0001308908,0.0004466698],"category_scores_gemma":[0.001751902,0.00003345077,0.00008358635,0.00012501,0.0000637509,0.00003968672,0.0001297085,0.002701381,0.0001287267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008313104,"about_ca_system_score_gemma":0.0008858068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006814011,"about_ca_topic_score_gemma":0.00008399379,"domain_scores_codex":[0.9963105,0.002720261,0.000520547,0.00004988263,0.0002189572,0.0001798251],"domain_scores_gemma":[0.9958151,0.002086669,0.0004762498,0.0004438986,0.001111655,0.00006644212],"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":[0.0005205675,0.0003789876,0.1857731,0.001265791,0.0004880491,0.0002982659,0.3059922,0.0002047921,0.00474717,0.2827016,0.1987154,0.01891405],"study_design_scores_gemma":[0.002933988,0.0005744827,0.1397965,0.008273905,0.0002623099,0.001368341,0.09109534,0.0004873594,0.001888,0.2825184,0.4702484,0.0005529408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7855606,0.004730543,0.0004002717,0.1799467,0.002152166,0.0001130706,0.000003630017,0.00002568256,0.02706732],"genre_scores_gemma":[0.9849993,0.0006119355,0.0002524317,0.01209787,0.0003783767,0.00000316097,6.69882e-7,0.000007761728,0.001648479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271533,"threshold_uncertainty_score":0.9995995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228350381297716,"score_gpt":0.4990460583038024,"score_spread":0.3762110201740308,"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."}}