{"id":"W323552193","doi":"","title":"Réussir à voir le chirurgien","year":2007,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008872842,0.000319519,0.0003315189,0.0002683851,0.001045578,0.000104072,0.000590584,0.0006025553,0.005009241],"category_scores_gemma":[0.003384482,0.0003453901,0.0001631641,0.0008439927,0.0004136374,0.001021057,0.0002922018,0.002332949,0.004353211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282591,"about_ca_system_score_gemma":0.004172113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005040415,"about_ca_topic_score_gemma":0.001087806,"domain_scores_codex":[0.9896411,0.001033301,0.0008601538,0.0005991741,0.0008678786,0.006998421],"domain_scores_gemma":[0.9951738,0.0008728422,0.0003215029,0.000689843,0.0001928003,0.002749223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003133616,0.001719644,0.572,0.0005088962,0.0001225982,0.0001113579,0.01426206,0.000008268436,0.00004286807,0.02431545,0.08640575,0.3001897],"study_design_scores_gemma":[0.0006987901,0.00001725735,0.5440222,0.00004516458,0.00002623819,0.00002299645,0.0060311,0.00002535346,0.0001638872,0.0005740816,0.4481884,0.0001845309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.661892,0.01170843,0.0006373921,0.0956117,0.03471316,0.002920411,0.00009907088,0.0001773334,0.1922405],"genre_scores_gemma":[0.7304447,0.001274764,0.0004938573,0.002986277,0.007652181,0.0002947761,0.0001059504,0.0001142322,0.2566333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3617826,"threshold_uncertainty_score":0.9999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0648515253070195,"score_gpt":0.4214627392850547,"score_spread":0.3566112139780352,"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."}}