{"id":"W4389628806","doi":"10.36834/cmej.78189","title":"From curiosity to cure","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Curiosity; Computer science; Psychology; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006816007,0.00009130252,0.0001182331,0.0003583591,0.0003435557,0.00006528791,0.0004214395,0.0001380052,0.1951576],"category_scores_gemma":[0.01239092,0.00007461748,0.00005634028,0.0006748516,0.00008275761,0.00005528599,0.00002743595,0.0006093389,0.01317956],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028922,"about_ca_system_score_gemma":0.01161916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01940831,"about_ca_topic_score_gemma":0.007043251,"domain_scores_codex":[0.9983096,0.0001255098,0.0002149883,0.0002249385,0.0005826051,0.0005423451],"domain_scores_gemma":[0.9889189,0.0001800553,0.00003252975,0.0001732833,0.0002463067,0.01044891],"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":[0.00000682292,0.0000676732,0.001972057,9.239091e-7,0.00002906545,0.0000505994,0.00238381,3.529302e-7,0.000002409277,0.001639753,0.9117609,0.08208561],"study_design_scores_gemma":[0.0001029962,0.00002845374,0.1976227,0.00002845224,0.000003301464,0.00004906148,0.00312938,0.00000227538,4.768868e-7,0.00893847,0.7900161,0.00007839127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2891605,0.0004950294,0.00002774588,0.6388614,0.01114415,0.0001284244,0.00003801808,0.00004418351,0.06010063],"genre_scores_gemma":[0.7111087,0.0003107403,0.00034279,0.2289412,0.01382946,0.0001811781,0.0001099886,0.00002955581,0.04514631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4219483,"threshold_uncertainty_score":0.9959281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06272508739121196,"score_gpt":0.4503301210866508,"score_spread":0.3876050336954389,"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."}}