{"id":"W4391452504","doi":"10.14740/jocmr5090","title":"Investigator-Initiated vs. Investigator-Sponsored Research: Definitions Matter","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medical physics; Library science; Medical education; Family medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2322846,0.0009269622,0.002266004,0.01446742,0.003898717,0.01314959,0.006032015,0.007092963,0.00678367],"category_scores_gemma":[0.3938953,0.0008510853,0.003598253,0.01477025,0.01456067,0.01964647,0.008830945,0.008481036,0.001257911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006080864,"about_ca_system_score_gemma":0.01063717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009969031,"about_ca_topic_score_gemma":0.002720602,"domain_scores_codex":[0.7738336,0.1454929,0.04100273,0.01193503,0.0234254,0.004310393],"domain_scores_gemma":[0.4208293,0.3930129,0.1107272,0.0261334,0.03635785,0.01293939],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001426985,0.0003307164,0.1093871,0.009241821,0.001579696,0.0002516963,0.0228683,0.0003499019,0.000726021,0.7107931,0.02487271,0.118172],"study_design_scores_gemma":[0.001009294,0.001466157,0.08624964,0.03989843,0.002242808,0.004267988,0.04287396,0.002996852,0.001710734,0.6426224,0.1741237,0.0005380074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.1707124,0.2618237,0.1973919,0.1999609,0.02686141,0.004787004,0.006714208,0.0003109947,0.1314374],"genre_scores_gemma":[0.8230936,0.02823449,0.0964836,0.02577492,0.009979174,0.00701158,0.002775334,0.0004193133,0.006228039],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7677154,"threshold_uncertainty_score":0.9467297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8184371217223076,"score_gpt":0.5720887244701345,"score_spread":0.2463483972521732,"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."}}