{"id":"W2914168667","doi":"","title":"264 FAMILY MEDICINE RESIDENTS' PERCEPTION OF COMMUNICATION SKILLS.","year":2007,"lang":"en","type":"article","venue":"Journal of Investigative Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Family medicine; Medicine; Perception; Demographics; Communication skills; Quarter (Canadian coin); Graduate medical education; Medical education; Psychology; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.00420927,0.0001460428,0.0005621681,0.0008563895,0.00009356963,0.000006603294,0.0003580394,0.0001235808,0.0001285562],"category_scores_gemma":[0.002450715,0.0000965691,0.0000545645,0.0007230908,0.001312279,0.0004406675,0.0000656789,0.0004249645,0.00001333699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008319994,"about_ca_system_score_gemma":0.00004907061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004614145,"about_ca_topic_score_gemma":0.0002639685,"domain_scores_codex":[0.9977191,0.0000534686,0.001332255,0.0001121228,0.0005868716,0.0001961505],"domain_scores_gemma":[0.9963352,0.0001715558,0.001887531,0.0002675946,0.001291574,0.00004651699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002778779,0.0003567141,0.2330776,0.001448583,0.000310586,0.0001633006,0.007976086,0.00001201623,0.2905953,0.1711097,0.1332064,0.1614658],"study_design_scores_gemma":[0.002401049,0.0004511281,0.876765,0.003788898,0.000124018,0.00005735013,0.01549213,0.00004153173,0.0006123502,0.04770939,0.05239689,0.0001602585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542854,0.001378311,0.001804575,0.03186395,0.0005519408,0.0001795712,4.207338e-7,0.00002722508,0.009908549],"genre_scores_gemma":[0.9937494,0.0001859204,0.001143127,0.003000648,0.001800229,0.000001100912,0.000006796251,0.00001552125,0.00009725271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6436874,"threshold_uncertainty_score":0.6975237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05450612665897946,"score_gpt":0.3225122652939753,"score_spread":0.2680061386349958,"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."}}