{"id":"W2271566489","doi":"10.1370/afm.1086","title":"SECRETS OF MY RESEARCH SUCCESS: ADVICE FROM THE EXPERTS","year":2010,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advice (programming); Medicine; Medical education; Library science; Family medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1116089,0.001520884,0.002835235,0.003242368,0.01424953,0.01031571,0.003634087,0.01824956,0.01108547],"category_scores_gemma":[0.2956905,0.001902527,0.00235673,0.002777428,0.009947387,0.01567034,0.01148372,0.05928754,0.008553453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169142,"about_ca_system_score_gemma":0.0586239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01806767,"about_ca_topic_score_gemma":0.04144399,"domain_scores_codex":[0.9271937,0.04592926,0.005419822,0.002307893,0.01415484,0.004994479],"domain_scores_gemma":[0.6047091,0.1519691,0.01308941,0.01369403,0.1184015,0.09813685],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003564724,0.00002362195,0.0004253605,0.0001920562,0.00002536914,0.0003289956,0.0067213,0.00002830817,0.00009927627,0.001603646,0.9781147,0.01240166],"study_design_scores_gemma":[0.00006731917,0.00003918862,0.0004714438,0.001726474,0.00004633283,0.001004015,0.02082446,0.00007382903,0.0001334194,0.008347958,0.9671495,0.0001159782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003629139,0.00824129,0.0006564507,0.9735739,0.0143193,0.00007307379,0.00007549298,0.00007929272,0.002618305],"genre_scores_gemma":[0.01737328,0.02648389,0.01000701,0.9020602,0.02433832,0.0007756402,0.0001652322,0.0003465153,0.01844997],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8883911,"threshold_uncertainty_score":0.5902513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2931231295853738,"score_gpt":0.5514694214266609,"score_spread":0.258346291841287,"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."}}