{"id":"W4225590489","doi":"10.1370/afm.20.s1.2762","title":"Factors influencing practice choices of early-career family physicians: A qualitative interview study","year":2022,"lang":"en","type":"article","venue":"","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family medicine; Qualitative research; Context (archaeology); Schedule; Scope of practice; Psychology; Medicine; Medical education; Nursing; Health care; Sociology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008779475,0.0002911718,0.0004355811,0.001441241,0.005942649,0.002252186,0.001027268,0.001139455,0.002302269],"category_scores_gemma":[0.01526992,0.0005589533,0.0002792919,0.00187961,0.003570451,0.002071469,0.002232833,0.001536412,0.0002399784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008677438,"about_ca_system_score_gemma":0.009697874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0874098,"about_ca_topic_score_gemma":0.1137169,"domain_scores_codex":[0.9945763,0.003220543,0.0002428482,0.0003822614,0.0004811536,0.001096895],"domain_scores_gemma":[0.9822089,0.0131134,0.001252202,0.0002396466,0.00176264,0.001423262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001974758,0.00002935478,0.009181741,0.00007753109,0.000002396405,0.0003447789,0.9871157,0.00003823611,0.0004632767,0.000285906,0.0002420386,0.002199289],"study_design_scores_gemma":[0.000003414481,0.00002755329,0.004569667,0.0001045881,0.000002123572,0.00009611819,0.9924804,0.00009616861,0.0001568792,0.0001093172,0.002344962,0.000008732347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994832,0.0002213507,0.001399128,0.001230079,0.00001200836,0.0002592546,0.0002374153,0.000007820937,0.001800795],"genre_scores_gemma":[0.9958792,0.000423096,0.001320905,0.0005430208,0.000006471412,0.0003819125,0.00008948916,0.000007437554,0.001348391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0874098,"threshold_uncertainty_score":0.173802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2790141514141519,"score_gpt":0.5254358806331421,"score_spread":0.2464217292189902,"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."}}