{"id":"W2100006878","doi":"10.1016/j.aprim.2010.05.005","title":"The reputation and professional identity of family medicine practice according to medical students: A Spanish case study","year":2010,"lang":"en","type":"article","venue":"Atención Primaria","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Reputation; Medical education; Thematic analysis; Identity (music); Focus group; Health care; Identification (biology); Qualitative research; Psychology; Family medicine; Medicine; Sociology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01234643,0.00007853461,0.0001642608,0.0000494135,0.0009403171,0.00009097219,0.0007048221,0.00009068038,0.00009438598],"category_scores_gemma":[0.01393758,0.00005352344,0.00001890835,0.000339671,0.0005157033,0.0005414889,0.0004994397,0.0003422372,0.000006155476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000040593,"about_ca_system_score_gemma":0.0003625659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03376891,"about_ca_topic_score_gemma":0.01381315,"domain_scores_codex":[0.9960048,0.0003893493,0.0002750668,0.0002157467,0.002922192,0.0001929138],"domain_scores_gemma":[0.9978408,0.001072526,0.0001565241,0.0001863479,0.0004694508,0.000274378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002642963,0.0008199867,0.737712,0.00003740454,0.0002008966,0.002266227,0.1621481,5.481988e-7,0.0007571668,0.02502446,0.007150781,0.06361814],"study_design_scores_gemma":[0.001035535,0.0002975644,0.1234353,0.00005082195,0.0001505813,0.0001071256,0.8659953,0.000006966068,0.00000375475,0.0009424017,0.007879628,0.00009500677],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824498,0.00007009853,0.00009163129,0.01241071,0.001923621,0.0005526072,0.000001152118,0.00002423136,0.002476198],"genre_scores_gemma":[0.99725,0.00007697009,0.0002109114,0.001914254,0.0002924138,0.00001271906,0.000001235219,0.00000437611,0.0002370768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7038472,"threshold_uncertainty_score":0.9943684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03640463295896991,"score_gpt":0.4364198269481052,"score_spread":0.4000151939891353,"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."}}