{"id":"W2115750195","doi":"10.1093/heapro/dat043","title":"Professional development in the context of Healthy Schools in Quebec","year":2013,"lang":"en","type":"article","venue":"Health Promotion International","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Context (archaeology); Relevance (law); Constructivist grounded theory; Process (computing); Intervention (counseling); Medical education; Constructivist teaching methods; Psychology; Pedagogy; Medicine; Political science; Sociology; Nursing; Grounded theory; Computer science; Qualitative research; Teaching method","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00294719,0.0001412189,0.0002635631,0.0004631997,0.0003445569,0.00001306415,0.0003453732,0.0001628584,0.001158153],"category_scores_gemma":[0.0003816504,0.000107641,0.00003114157,0.0004130244,0.00003887971,0.000351955,0.00003992469,0.001057521,0.0004890549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571608,"about_ca_system_score_gemma":0.004433462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03941429,"about_ca_topic_score_gemma":0.03833285,"domain_scores_codex":[0.9955586,0.001400133,0.001573776,0.0002848801,0.0005993306,0.0005832904],"domain_scores_gemma":[0.9981962,0.0004012503,0.0006284629,0.0002176004,0.0003886729,0.0001678487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002066642,0.002050088,0.7432845,0.0008318429,0.000009021669,0.0000013626,0.05317343,0.000004144011,0.00003276582,0.007319772,0.119399,0.07368737],"study_design_scores_gemma":[0.001503468,0.000139044,0.939238,0.001167062,6.665182e-7,0.000002699708,0.01903601,0.0001493336,0.000009309218,0.0008357955,0.03782013,0.00009853714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8250679,0.0001080167,0.00008201551,0.1661057,0.004700782,0.002854884,0.000007748448,0.0000272609,0.001045649],"genre_scores_gemma":[0.9840682,0.00003742707,0.000793069,0.01020824,0.0002996365,0.002057879,0.0001612984,0.0000147502,0.002359532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1959534,"threshold_uncertainty_score":0.9997549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09481734604391054,"score_gpt":0.4765956868878526,"score_spread":0.3817783408439421,"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."}}