{"id":"W1907429518","doi":"","title":"Fostering excellence: roles, responsibilities, and expectations of new family physician clinician investigators.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Salary; Excellence; Productivity; Primary care; Research program; Medical education; Career development; Medicine; Psychology; Nursing; Family medicine; Political science; Economics; Economic growth","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05043744,0.0001986863,0.0002502063,0.001014015,0.004382181,0.006814277,0.001242454,0.001956439,0.002516168],"category_scores_gemma":[0.07442843,0.0002995235,0.0002686959,0.0006930405,0.003658913,0.004537669,0.005432477,0.002561814,0.000936816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006607519,"about_ca_system_score_gemma":0.03547609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004722704,"about_ca_topic_score_gemma":0.009651169,"domain_scores_codex":[0.9686759,0.02093007,0.001244144,0.0008212796,0.005223929,0.003104687],"domain_scores_gemma":[0.8571229,0.03023647,0.01242035,0.002626677,0.01457258,0.083021],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003389611,0.0008100808,0.314402,0.001035257,0.00006853052,0.001493427,0.1403681,0.0005098473,0.002690002,0.04904971,0.118093,0.3711411],"study_design_scores_gemma":[0.0000946236,0.001016971,0.3004334,0.00242049,0.00005410073,0.004220713,0.2933903,0.001453868,0.001867031,0.05011087,0.3446614,0.0002762293],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4939342,0.0177973,0.008222989,0.4064518,0.0017912,0.000309526,0.0002589439,0.0002041909,0.07102983],"genre_scores_gemma":[0.9754953,0.003243612,0.005479849,0.007628651,0.0003044917,0.0001924585,0.0001012311,0.00002504256,0.007529291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9495625,"threshold_uncertainty_score":0.2667419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2102550281040512,"score_gpt":0.3870051538971132,"score_spread":0.176750125793062,"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."}}