{"id":"W2898236862","doi":"10.1001/jama.2018.7413","title":"The Ship of Theseus","year":2018,"lang":"en","type":"article","venue":"JAMA","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Aeronautics; Medical education","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":[0.000973803,0.0007009322,0.0005324673,0.002322998,0.003199685,0.005147155,0.0007057371,0.001406833,0.707369],"category_scores_gemma":[0.00614792,0.0004553172,0.0005539662,0.00192499,0.0009674435,0.003859319,0.004658693,0.002674265,0.600822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009704424,"about_ca_system_score_gemma":0.002678433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005276326,"about_ca_topic_score_gemma":0.00695281,"domain_scores_codex":[0.9990096,0.0001379259,0.00004854512,0.0001316983,0.0005103314,0.0001618725],"domain_scores_gemma":[0.9971126,0.0002905153,0.000121259,0.0005836895,0.0009678074,0.0009240864],"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":[0.0000297212,0.00001879994,0.0002156463,0.00004443282,0.000002075505,0.00004842245,0.00007884575,0.00001681392,0.0001431012,0.009031627,0.947715,0.04265542],"study_design_scores_gemma":[0.000002662318,0.000004282239,0.0001825184,0.00002278927,5.639033e-7,0.00003613996,0.0000551967,0.00001516111,0.00005989494,0.0005992948,0.9990182,0.000003249449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001122908,0.0008908507,0.001612779,0.005379977,0.005801708,0.0001046909,0.004513437,0.004637211,0.9759364],"genre_scores_gemma":[0.003771235,0.0006006571,0.001019002,0.001259471,0.000573994,0.00004320345,0.00252879,0.001393032,0.9888107],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.707369,"threshold_uncertainty_score":0.4174026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001913978245135,"score_gpt":0.4003836389638386,"score_spread":0.3001922411393251,"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."}}