{"id":"W2555875801","doi":"10.1111/medu.13095","title":"Where do physicians start and end?","year":2016,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Scholarship; Existentialism; Identity (music); Field (mathematics); Psychology; Medical education; Focus (optics); Cognition; Medicine; Epistemology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005098935,0.0002059312,0.0003673075,0.0008977011,0.006223598,0.009417326,0.0007428476,0.005262093,0.008591795],"category_scores_gemma":[0.02118768,0.0003694056,0.0003005046,0.0007639585,0.01016881,0.01274239,0.003688955,0.006502782,0.00481556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002961173,"about_ca_system_score_gemma":0.0081052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005144753,"about_ca_topic_score_gemma":0.008627477,"domain_scores_codex":[0.9953486,0.002493548,0.000157167,0.0006034713,0.0005702582,0.0008269185],"domain_scores_gemma":[0.986632,0.005440147,0.001999611,0.0003567224,0.00175952,0.003812012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003054403,0.0002684848,0.0433135,0.0006689551,0.00005094899,0.002206119,0.2175952,0.0003153037,0.001008914,0.328339,0.1351238,0.2708043],"study_design_scores_gemma":[0.00004058674,0.0001556373,0.01413405,0.001855913,0.00002810032,0.001600279,0.2062523,0.0002181363,0.0008519492,0.1027927,0.6719698,0.0001005329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.135445,0.03644633,0.01818787,0.6464289,0.006148093,0.0001004146,0.0003010739,0.0002588502,0.1566835],"genre_scores_gemma":[0.8819763,0.01686424,0.008930788,0.05470056,0.001467445,0.0001171166,0.0001627935,0.0001174048,0.0356634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009417326,"threshold_uncertainty_score":0.02874243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007350398332064141,"score_gpt":0.3222347468053159,"score_spread":0.3148843484732518,"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."}}