{"id":"W1970062936","doi":"10.1186/1471-2296-9-12","title":"Understanding the work of general practitioners: a social science perspective on the context of medical decision making in primary care","year":2008,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Ottawa","funders":"Medical Research Council Canada; Medical Research Council; Canadian Health Services Research Foundation","keywords":"Remuneration; Perspective (graphical); Context (archaeology); Action (physics); Medicine; Work (physics); Qualitative research; Variety (cybernetics); Global Positioning System; Primary care; Interpretation (philosophy); Public relations; Nursing; Applied psychology; Knowledge management; Psychology; Family medicine; Sociology; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01492173,0.0005712348,0.0005803032,0.004180511,0.01358709,0.01120703,0.001622604,0.004346497,0.002296234],"category_scores_gemma":[0.01511972,0.0004832844,0.000449819,0.003151402,0.05226169,0.007539538,0.006409646,0.003975463,0.0001492244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01523495,"about_ca_system_score_gemma":0.01354523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02643921,"about_ca_topic_score_gemma":0.02676706,"domain_scores_codex":[0.9752241,0.02161887,0.0002834851,0.000698362,0.0008515189,0.001323662],"domain_scores_gemma":[0.9697514,0.02607493,0.001677319,0.0004653887,0.0006682218,0.001362917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000184234,0.00004751921,0.006399204,0.0002903815,0.00001419953,0.00107333,0.8911545,0.0005302754,0.000162341,0.09193478,0.0009960179,0.007378931],"study_design_scores_gemma":[0.00001623779,0.00006437077,0.008501765,0.0005344905,0.00001525807,0.0004357181,0.8764149,0.0003925388,0.00007172345,0.09287613,0.02065803,0.00001878465],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7040109,0.02263007,0.01431637,0.1666078,0.0003991181,0.0001900343,0.00008929447,0.00003241111,0.09172403],"genre_scores_gemma":[0.994055,0.002684977,0.0009947941,0.001615122,0.00009960504,0.00004087896,0.00001040514,0.000006517762,0.0004926358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02643921,"threshold_uncertainty_score":0.1105378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2692921558167908,"score_gpt":0.4820311022728483,"score_spread":0.2127389464560576,"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."}}