{"id":"W2521476639","doi":"10.1097/acm.0000000000001389","title":"It’s a Story, Not a Study: Writing an Effective Research Paper","year":2016,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.06696375,0.0001454612,0.0003476366,0.0005179808,0.0003687977,0.00002741203,0.0009586583,0.0001405263,0.005455465],"category_scores_gemma":[0.01629589,0.00006897464,0.00002982011,0.0008697907,0.0003687725,0.0007898737,0.0001824699,0.0009233717,0.00129547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613226,"about_ca_system_score_gemma":0.0001737534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004811716,"about_ca_topic_score_gemma":0.00007010772,"domain_scores_codex":[0.9900628,0.002900435,0.0007813615,0.0006726118,0.005122137,0.0004606829],"domain_scores_gemma":[0.9880354,0.009927953,0.0001886377,0.000717363,0.0008457264,0.0002848895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001993455,0.00006369904,0.1075061,0.00000649606,0.0000316358,0.00001583523,0.04853753,0.00000309763,0.03605105,0.001948723,0.1546324,0.6510041],"study_design_scores_gemma":[0.006449396,0.004194134,0.4861823,0.0005151454,0.00003815602,0.00002016928,0.1185554,0.000717353,0.0009581218,0.01178174,0.3702388,0.0003492079],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988549,0.0001145541,0.0006087141,0.08783578,0.0004634782,0.0009385347,0.00000238436,0.00004495766,0.01113666],"genre_scores_gemma":[0.985892,0.00009842797,0.00002514409,0.005235258,0.001043669,0.0001621494,0.000001063641,0.00001305655,0.007529211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6506549,"threshold_uncertainty_score":0.9994822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5371340376603417,"score_gpt":0.6453653655370287,"score_spread":0.108231327876687,"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."}}