{"id":"W2313299358","doi":"10.1097/acm.0000000000000119","title":"The Innovation Forager","year":2014,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; North York General Hospital","funders":"","keywords":"Enthusiasm; Scholarship; Bureaucracy; Curiosity; Public relations; Sociology; Work (physics); Academic community; Political science; Psychology; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00713759,0.001449822,0.000960357,0.001379158,0.003495067,0.00772119,0.003754193,0.01078199,0.01785016],"category_scores_gemma":[0.05831111,0.0005743653,0.0008428933,0.000795241,0.004092475,0.006452007,0.002544586,0.01509198,0.007674585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00218278,"about_ca_system_score_gemma":0.005108184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009958039,"about_ca_topic_score_gemma":0.002013481,"domain_scores_codex":[0.9918995,0.002182403,0.0007016679,0.001577868,0.002922691,0.0007158654],"domain_scores_gemma":[0.9656974,0.01472871,0.002159949,0.001695885,0.01137483,0.004343185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003221713,0.00002058575,0.000219465,0.0001820998,0.00001020669,0.0003967919,0.0002255722,0.00003320603,0.0001082295,0.002397148,0.9765226,0.0198519],"study_design_scores_gemma":[0.00001617633,0.00003914298,0.0002109265,0.0001965922,0.00001585048,0.0009470488,0.0003967365,0.0001559099,0.0002751849,0.001605157,0.9961187,0.0000226407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0006712647,0.005124849,0.001133359,0.3521834,0.6354429,0.00003470141,0.0000752573,0.0001868497,0.005147465],"genre_scores_gemma":[0.01353629,0.00647895,0.001340244,0.3562522,0.5908927,0.000084761,0.00007320148,0.000184325,0.03115737],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01785016,"threshold_uncertainty_score":0.05971473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2649002159929895,"score_gpt":0.4845645955806058,"score_spread":0.2196643795876163,"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."}}